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    "created_at": "Mon Nov 23 18:01:20 +0000 2020",
    "text": "JavaScript developers love to over React.",
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    "author_name": "Ahmad Awais",
    "created_at": "Wed Nov 25 07:01:53 +0000 2020",
    "text": "Think I pulled a neck muscle. 😭",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Wed Nov 25 19:02:32 +0000 2020",
    "text": "AWS outage has seriously affected my business. Especially because I had just sent a 70% off Black Friday sales email to 121k people. And my payments @PaddleHQ is down.\n\nI make a good chunk of my business during this week. 2020 is the worst year ever. \n\nBear with me, folks. 🙌",
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    "created_at": "Thu Nov 26 14:44:46 +0000 2020",
    "text": "I don't have SoundCloud but I can share my #BlackFriday - #CyberMonday deals for developers\n\n→ https://t.co/WRl9fD7nAJ — 60% off save $150\n→ https://t.co/Dam4TeERKD — 73% off save $120\n→ https://t.co/wbX9MbA4N2 — 67% off save $100\n\nClick the links & check out my courses 🥳👐😇 https://t.co/upB3aQzp3g",
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    "created_at": "Thu Nov 26 15:44:39 +0000 2020",
    "text": "How many paid vacations do y'all have left in 2020?",
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    "text": "@export_mike 👋👋👋 NTMY!",
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    "created_at": "Thu Nov 26 21:59:58 +0000 2020",
    "text": "@ericlbarnes 👋👋👋 NTMY! Check DM :)",
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    "created_at": "Fri Nov 27 13:15:25 +0000 2020",
    "text": "@AndrewDeJackson What's the best way to contact you?",
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    "author": "MrAhmadAwais",
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    "created_at": "Fri Nov 27 21:26:02 +0000 2020",
    "text": "11 developers walked into a bar… what?! 😆\n\nPut 16 courses & books on 70% #BlackFriday sale\n\nAnnouncing: 2020 Full Stack Developers Bundle…\n\n👇 Link in the tweet below 👇",
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    "created_at": "Fri Nov 27 21:26:02 +0000 2020",
    "text": "Probably the best Black Friday deal for developers. Ahm… coz it has both my courses. 😉\n\n🥳🥳 LEARN FULL STACK BUNDLE 🥳🥳\n\n🔘 React, Redux\n🔘 Tailwind CSS\n🔘 Node CLI Apps\n🔘 Serverless & D3\n🔘 Content For Devs\n🔘 Next.js, JAMStack\n🔘 VSCode Power Tips\n\nhttps://t.co/4c5LjP4Nsi",
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    "author": "MrAhmadAwais",
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    "created_at": "Sat Nov 28 06:38:29 +0000 2020",
    "text": "What is a good \"Markdown to eBook\" generator that's written in JavaScript/Node and is hackable/pluggable?",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sun Nov 29 05:37:48 +0000 2020",
    "text": "Running my best holiday deal. Grab all of my courses/book at a whooping ~70% off. 🥳\n\nYou'll be supporting my open-source work + upskill yourself to make more in 2021.\n\nPurchase Parity ✅\n\n📟 https://t.co/NTQYI6dGd1\n🚀 https://t.co/YEAoj4vm4g\n✍️ https://t.co/pNjjXQTWyo\n\nRetweet👇 https://t.co/lZxmrYiWZA",
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    "text": "@BrianHHough 👋👋👋",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Mon Nov 30 13:40:05 +0000 2020",
    "text": "🔥 Introducing https://t.co/O0qbdJ1aWj\n\n15+ Developer Courses & Books with holiday discount deals up to 80%. If you want to become a JavaScript Full Stack developer who makes more in 2021 — check out the courses on this page.\n\n🚀 Deals ending within 24 hours. Act soon! 🚀",
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    "created_at": "Mon Nov 30 13:40:05 +0000 2020",
    "text": "…annnnd we are live on @ProductHunt Woohoo! 🥳🥳🥳\n\n🔥🔥🔥 Collection of best holiday deals for \"Developers\" \n\nhttps://t.co/9z50tldSVS",
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    "text": "Excited to be speaking @GitHub Stars Nova Conference.\n\n📢 TALK: Making COVID Updates Accessible to Billions\n\nIt's an internal event. @GitHub literally sent me a new Yeti blackout mic, 4K Logitech Brio webcam, Elgato key light, i.e. most awesome swag ever. The hype is real. 😮 https://t.co/3Sw6BebDJn",
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    "text": "@cl 👋👋👋",
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    "created_at": "Tue Dec 01 21:16:46 +0000 2020",
    "text": "Things I'm excited about #reInvent \n\n❯❯ AWS keeps getting better & cheaper\n\n🔘 Lambda Docker Images are here\n🔘 Lambda has 10 GB memory & 6 vCPUs\n🔘 Lambda millisecond billing: Bills ~67% less\n🔘 AWS Proton: Managed Serverless deployment\n\nWoohoo! 🥳🥳🥳",
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    "created_at": "Tue Dec 01 22:44:57 +0000 2020",
    "text": "It was an amazing conference. Thank you for having me as a speaker. Hopefully we can do this in person next year. \n\nP.S. Lots of excellent updates coming to GitHub. I'm excited about the GitHub Sponsors program. Developers, watch out this space.",
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    "text": "@anishapindoria 👋👋👋",
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    "text": "@TomKerkhove 👋👋👋 NTMY!",
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    "created_at": "Wed Dec 02 07:28:10 +0000 2020",
    "text": "Thank you, @digitalocean for the excellent speaker swag from Deploy Conference. It's missing the sweatshirt I'm wearing rn. 👏😇 https://t.co/xi8AbvPP1c",
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    "text": "I'm writing and researching the #Jamstack adoption share for the Web Almanac 2020. Blown away by the progress I've seen with regards to Next.js.\n\nI know it's SSG + SSR but that hybrid nature is the competitive advantage of Next.js — making it more popular than other frameworks. https://t.co/BN8P0xaDks",
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    "text": "I'm honored to be one of the 2020 Keynotes & Featured Speakers at New York City’s largest Developer Conference & Expo @DevWeekNYC.\n\n📮 Dec 9th, 12:00 PM EST\n✨ 2nd talk on the Main Stage\n📢 Performant by Default: React Apps\n\nGrab a free pass (worth $150) in the tweet below ↓ https://t.co/g8yMupwgEH",
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    "text": "…and before I forget\n\nGrab your free open pass (worth $150) for my talk at the DeveloperWeek NYC Conference: https://t.co/MJWCXirXZY",
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    "text": "It was so much fun chatting with you Francesco. Especially, the bit about how I ended up teaching https://t.co/WRl9fD7nAJ and how I learn about myself to improve over time.\n\nThank you for having me on your show. Woot woot! 🎉\n\n🔗 https://t.co/q9yMd8MKJf",
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    "text": "…and I wrote about this on my blog as well as some of the new GitHub features I'm super excited about → \n\nhttps://t.co/myLSnmW6ze",
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    "text": "It's here, the Jamstack 2020 report I wrote! 🥳\n\n📣 Introducing the 2020 Web Almanac, the second annual state of the web report: a free, open-source ebook made by the web community. \n\n· 22 chapters \n· 40 expert authors \n· 116 contributors\n\n🧵👇 THREAD: #Jamstack in 2020 👇",
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    "text": "❯❯ Jamstack in 2020\n\nI helped collect, analyze, and then wrote the chapter on Jamstack in the 2020 Web Almanac with the help of an amazing team.\n\nKey Highlight: #Nextjs by @vercel has a 72.5% usage share.\n\n👇 Key Highlights Thread below 👇\n\nor read ↓\nhttps://t.co/uYDkfHEPfR",
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    "text": "@khaled_garbaya 👋👋👋 NTMY!",
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    "text": "$ `npx create-node-cli` is on @ProductHunt 🎉\n\n❯❯ CLI to generate new CLI Tools in a jiffy\n\n📦 Create new Node.js CLI in a min\n🤯 Automatic argument parsing & help\n🗃️ Remember the last input like the Author name\n\n 👇 Vote and comment at ProductHunt 👇\n\nhttps://t.co/IpGMj9SgIB",
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    "text": "Live coding a Node.js CLI to resize and optimize images using JavaScript right now…\n\nYou can follow along at the links below:\n\nhttps://t.co/dGTLmThfFW\nhttps://t.co/XljSrjWk8z",
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    "text": "Well, hello there. ☕\n\nThank you @vercel for the new coffee mug. The first Next.js Conference — speakers' swag just arrived. https://t.co/umRQRciz0J",
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    "text": "I love learning about myself. Who I am as a person or a professional. It's super helpful. \n\nI know how to be pragmatic about my ability to do something. I know how many emails I need to send for making some extra money.\n\nIt's one of those things I do differently than most people.",
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    "text": "Lost 40 pounds and ran 500 kms since September. Feeling thankful Alhumdulilah. 30 more pounds to go.  🥳 https://t.co/T3huHOtXRx",
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    "text": "Copy and paste but change what the bunny is holding.\n\n (\\_/)\n( •_•)\n/ > 📟 https://t.co/WRl9fD7nAJ",
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    "text": "The last couple of times when you built a site with Next.js — what did you end up spending money on. \n\nI want to understand how/where in 2020, Developers spent money when building with the JS/React/Next.js stack. 👀",
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    "text": "Every time I write a CLI to automate some silly repetitive task I feel so good. \n\nJust wrote a CLI that converts my resume to PDF with custom margins, metadata, and versions the old one.\n\nP.S.\n_Yes_, my resume is built w/ Next.js + Markdown, & API calls to fetch the latest data.",
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    "text": "😮 React Server Components 😮\n\nI just wrote a piece about the upcoming React Server Components. It's an experimental feature, nothing to worry about right away but definitely exciting progress towards faster React.js websites in the near future. \n\nRead 👇\nhttps://t.co/DL2A9Ox8YP",
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    "text": "Looking for and ultimately picking low-hanging fruits is an excellent skill to have. No matter if you're an employed person or an indie entrepreneur. \n\nI've built and sold products both ways and some of these experiments surprised me with how well they did in sales. Bet small.",
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    "text": "@mmehmetbozdag BOZDAĞ I've become a big fan of your writing, direction, and production. Mad props! 👏\n\nSadly, it's a huge struggle trying to find Kurulus Osman with English subtitles anywhere. I want to watch in the Turkish language but do need English subtitles. @atvcomtr Help?",
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    "text": "@GitSquared 👋👋👋 NTMY!",
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    "text": "What is your go to way of purchasing and listening to audiobooks especially while running. P.S. I am an Android user.",
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    "text": "Expenses are almost always passive. Income is generally not. Think hard before growing your expenses beyond your means.",
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    "text": "📮 Last-minute gift?\n\nSend yourself or your friends a copy of my courses before prices go up in 2021. I'm running a huge holiday discount deal.\n\n❯❯ https://t.co/WRl9fD7nAJ 60% off (till Friday night)\n❯❯ https://t.co/Dam4TeERKD 73% off\n❯❯ https://t.co/wbX9MbA4N2 67% off\n\n🥳 https://t.co/ShnIPQFx5B",
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    "text": "2020 as a Developer Edutainer!\n\n1.5M organic clicks brought 210K developers & 4,631 customers to my professional courses/books in 2020.\n\n❯❯ Multiple six figures in revenue\n\n📟 https://t.co/NTQYI5W4Or 2,813+ devs\n🚀 https://t.co/YEAoj4dKFG 16,103+\n✍️ https://t.co/pNjjXQCl9O 513+ https://t.co/wTIKlSwAWj",
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    "text": "@TwitterSupport can an app with permission to \"Update your profile & account settings.\" change my username? Can any app do that? I generally don't use such apps since I don't want to lose my username —but API ref is less than helpful here to see if an app can do that? @TwitterAPI",
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    "text": "@diana_ashktorab excellent work, keep it up kiddo! 👌👏",
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    "text": "Today's JavaScript automation tip #OneDevMinute\n\nWhen using pupeteer to automate anything, like printing a pdf, you might find yourself in situation where you need to emulate the website dark mode — you know coz dark mode is awesome. 🧠\n\nFor that use emulateMediaFeatures. Yolo! https://t.co/z56RZidnz3",
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    "text": "Generating an ePUB sucks. 🧠\n\nJust wrote a script to automate that, and SVGs won't render. Ended up creating SVG fallback PNGs that will only appear when generating ePUB.\n\nThere goes another hour of overengineering ebook printing from MDX, React, Node, Next.js. 😮",
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    "text": "🧠 Today I learned: \n\nMySQL is named after Michael \"Monty\" Widenius, daughter named \"My\". Monty is the primary author of MySQL.\n\n😅 and wait for it …\n\nMariaDB is named after Monty's younger daughter, \"Maria\" — go figure.",
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    "text": "Developers 💜 \"Purple Mode\" have you tried it yet? It's free!\n\nFor VSCode ↓\nhttps://t.co/iOo7hOjfSw\n\n10 more software ↓\nhttps://t.co/iom8mW1Zbp",
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    "text": "@mkhundmiri excellent content, nice to meet you! 👋👋👋",
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    "text": "@cloudflare for some reason hCaptcha keeps appearing on every site, it's a huge pain in the side. I wish you'd use Google reCaptcha that can solve itself if I'm logged in with Gmail. 🤦‍♂️",
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    "text": "🧠 Ever got confused on the \"npx vs npm\" thing?\n\nI just published a video explaining the difference and trying out a couple of commands to demo how you can use the `npx` command. Let me know how it goes.\n\nhttps://t.co/2PVk745wnG",
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    "text": "Coming to GitHub soon is this new default OGG Image card, with all the stats like stars, issues, PRs, and the logo — with code composition colors at the bottom. This looks fantastic. Ahmazing! \n\nhttps://t.co/Xn83Q8pgCG",
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    "text": "Friends at first sight? Have any?",
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    "text": "Woot woot! 🎉\n\n🦄 Shades of Purple theme for Chrome v1.0 is here.\n\nOver 2,000 weekly active users and 20 five-star ratings. Not using your Chrome in the Purple mode? Let's change that as you're missing out.\n\n⬇️ Install here https://t.co/BrESBvrttB\n\nRetweets appreciated. https://t.co/715nPBjbMB",
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    "text": "Do you ever get this feeling that you're doing exactly what you were meant to do?\n\nI do. After COVID hit, I didn't want to work alone, so I joined an excellent company and now building a fantastic DevRel team. \n\nIf you answered \"No,\" then what are you doing to make that happen?",
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    "text": "🌙 Ramadan Mubarak everyone. #RamadanKareem",
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    "text": "I also have CLI called Ramadan CLI — to check Sehar and Iftar times in Ramadan right there in the command line.\n\n❯❯ npx ramadan-cli\n\n🌟 Star the repo for updates → https://t.co/pYHSz0kM8F https://t.co/lDkaeKEXin",
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    "text": "@tweetsbycolin 👋👋👋 NTMY!",
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    "text": "The coronavirus pandemic shut down (CPSD) has caused more trouble than one could've ever imagined. I call it CPSD as if it's a disease. The impact is the same if not more at times.",
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    "text": "I bet it's the best #a11y course — by @SaraSoueidan👇",
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    "text": "@adamwathan I'm making a case for adopting Tailwind and the UI across-the-board for our company products, next week. Do you have any pointers for me? Want to talk about benefits in collab + a11y. Appreciate the help. \n\nh/t @steveschoger 🙈",
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    "text": "📢 📢 📢 \nMy talk on \"VS Code Power User Tips & Tricks\" is live on Stage A of @DevXConf. \n\nIn this talk, you'll get to learn tens of VSCode Power User workflows that'll help you save time and code more efficiently. \n\nJoin me at https://t.co/oytVMlOomt #DevXConf \n\nWoot woot! https://t.co/qBySFjpPr1",
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    "text": "Any open-source contribution, however small, code or docs, minor or patch, fix or typo addressed, or even a PR reviewed is worth celebrating.\n\nNowadays, people laugh at the size and type of open-source contributions. I want to normalize this. No contribution is ever too small.",
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    "text": "@humnewspakistan @ovaismangalwala @Shiffa_ZY 👋 thanks for having me on your show, \"Subah Say Agay\" in the context of NASA's Ingenuity code contribution.\n\nI'm humbled. Enjoyed our conversation about the future of Computer Science, IT, and Open Source.",
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    "text": "You know why forget people's names?\n\nBecause while they're telling us their name.\n\nWe are thinking about how we're gonna say ours.\n\nWe are not listening. We are at our end of the conversation only.\n\nInstead, we should listen to understand to form more meaningful connections.",
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    "text": "@bmillermagic 👋👋👋 NTMY! Can you send me a DM? Or direct me to the best to get in touch with you?",
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    "text": "@githubstatus Status says everything is working, but I'm unable to comment, or upload an image, and now look at this 🤔 \n\nSomething's wrong. https://t.co/np8t2ydlgs",
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    "text": "Yesterday, while running extra fast, exceeding my expectations?! — I slipped — didn't fall but now I have all of these ↓\n\n🤕 What looks like an ankle sprain\n🦶 Foot wrapped with a crepe bandage\n⏰ A buzzing workout alarm (sheeeeaaat)\n\n…\n…\n…\n\n🥲 and a super sad face!",
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    "text": "✨ I have some pretty big news. ✨\n\nI'm hiring RapidAPI’s first-ever Developer Relations team.\n\n2️⃣ Developer Advocates\n2️⃣ Next.js / React.js Devs\n\n😮 & all-new #DevRel \"Web Creators Advocates\" \n2️⃣ DevRel Video + 1️⃣ DevRel Twitter\n\n👋 Come work with me ↓ \nhttps://t.co/DLWWHMOHHO",
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    "text": "@idangazit 👋👋👋 NTMY! Thanks for all the amazing work y'all are doing over there at OCTO @GitHub — inspired and implementing some of it where I can. Especially The Good Day project.",
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    "text": "OMG! #Nextjs 11 is release is so lit. 🔥\n\n🤖 Conformance: ESLint with optimal UX\n🖼️ next/image: Support for blur-up placeholders\n📢 next/script: Automatically prioritize loading of 3rd-party scripts to improve performance\n☄️ Webpack 5: Enabled by default\n📺 Next.js Live @vercel",
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    "text": "@Dev_Odyssey  👋👋👋 NTMY! What's the best way to chat? Maybe send me a DM?",
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    "text": "What does API stand for?\n\nWrong answers only.",
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    "text": "@ransegall howdy, excellent content. What's the best way to chat with you, could you send me a DM?",
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    "text": "@kinlane \nPOST: {\n    data: \"happy birthday\", \n    to: \"Kin\", \n    emoji: \"🎉\"\n}",
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    "text": "Developers — invest some time to create a personal website. It's so much better than reading resumes. When I hire, I look for an excellent writing skillset, someone who gives back, who can share the context of why they do what they do. Doesn't have to be fancy!\n\nJust do it! 😎",
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    "text": "@rang_ali for some reason the images downloaded and copied to clipboard are not as sharp as they look in the browser. Could you increase the size of the image so it renders well with more quality? At least 3x bigger than it is right now? That'd be great! I'd send a PR if its OSS.",
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    "text": "People can be so hostile. \n\nSomeone sent me an abusive email saying that since the free videos from my sign-up page were also available for free on _my_ YouTube channel, he'll mark my email as spam that _he_ signed up for. 🤦‍♂️ \n\nI spent hundreds of hours making these 12 videos. 😮‍💨",
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    "text": "Feels great to hear that my open source work has been helpful to  Developers for years. It's validating and humbling at the same time. 😇\n\nFind 200+ free and open source software repos on my GitHub profile (follow along).\n\n🔗 https://t.co/vs8pFRyoUU\n\nUse your code for good! 💜",
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    "text": "@nayapaypk I'd love to try. DMs open, send me an Invite. On paper everything sounds great. \n\nhttps://t.co/OXJHvtGAiU",
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    "text": "@JennyMaMTL 👋👋👋, NTMY!",
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    "text": "@aarondfrancis 👋👋👋 NTMY. Check your DMs when you have some time.",
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    "text": "The first time I learned JavaScript, I was like, pfft what a simple language, what's all the fuss about. It was only when I started building production sites with JavaScript … when I realized OMG. WTF? BBQ! 🧠",
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    "text": "。　☆ 。　     ☆。　      ☆       。\n☆。　＼　　  ｜　　    ／。　☆\n            CSS is !important\n  ☆。　／　    ｜　　＼。　☆ \n。　  ☆。 　☆  。　　☆。      。",
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    "text": "The story of every developer's life. 🦊\n\n🥀 Roses are red\n💜 Violets are blue\n❌ Unexpected '{'\n🤦‍♂️ on line 32",
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    "text": "What type of person/developer are you?\n\n Reply below 💬\n\nOn Slack/Teams/Discord/etc\n\n🔘 1 Reaction per Slack comment\n🔘 2 Reactions per Slack comment\n🔘 \"Multiple\" Reactions until you're happy\n\nOR\n\n🔘 Add 2 Reactions, overthink, and then remove one type of person — like me 🙈",
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    "text": "。　☆ 。　     ☆。　      ☆       。\n☆。　＼　　  ｜　　    ／。　☆\n            CSS is !hard\n  ☆。　／　    ｜　　＼。　☆ \n。　  ☆。 　☆  。　　☆。      。",
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    "text": "@eastdakota 👋👋👋 NTMY! Excellent stuff throughout the last week. Pretty excited about the future of R2 and Durable Objects.",
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    "text": "Facebook is down\nInstagram is down\nWhatsApp is down\nZoom is acting out ¯\\_(ツ)_/¯ \n\nLiterally, all of FAANG could go down.\n\nPrepare for it today! 🧠\n\nBuild your email list. 📮\n\nP.S. Twitter is up. 🐦\n\nA gentle reminder, to build an audience here.\n\nTQ for coming to my TED talk.",
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    "text": "Wow. \"Someone deleted large sections of the routing…\" \nIt looks like Facebook is not just down,\nFacebook is GONE! 🧠 https://t.co/XCzlCjKq9M",
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    "text": "Fantastic Day 1 of the @GitHub Stars Nova Conference. Hanging out with the GitHub Stars and the Former NASA Astronaut; @Astro_Mike. I could listen to your stories all day long. What an absolute honor to meet you. GitHub is up to some fantastic, marvelous stuff. 🚀\n\n💜 y'all! https://t.co/x2R5zkgtv6",
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    "text": "GitLab is now worth ~$15B, CEO at $2.8B. IPO in 6 years. And it's open-source! 🧠\n\nGitHub's acquisition at $7.5 Billion by Microsoft, was an absolutely incredible steal of the highest value of all time. Esp. in the developer space. Considering Twilio is at a $63B market cap now.",
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    "text": "@saronyitbarek 👋👋 how come I never found out you're doing a podcast just about command line. I'd love to join. How cool. Sent a DM!",
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    "text": "🔥 Prediction: \n\n👨‍💻 Apple M1X MacBook Pro 16 inches\n\n🔟 Core CPU\n3️⃣2️⃣ Core GPU\n512 GB base storage\n32/64 GB Unified Memory\n\nBring it on Apple #AppleEvent",
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    "text": "What the f*king notch?!\n\nEverything is amazing but I'm flabbergasted at the freakin' notch. Apple just truly f*ked the entire web developer experience and literally every experience of looking at that mini LED screen. Nobody ever needed a notch. No one! NO ONE!! 🧠",
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    "text": "Me watching Apple's launch event today:\n\nM1 Pro 🤩 \nM1 Max 😍\nNotch 🚩🚩🚩🚩🚩🚩🚩🚩🚩🚩🚩😤",
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    "text": "It's that time of the year where I have to determine whether to develop this JavaScript side hustle or just renew the domain like the last four times. 🧠",
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    "text": "Software developers are students forever. 🧠",
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    "text": "36K! 🥳",
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    "text": "@davidwalshblog 👋👋👋 NTMY! Thank you for your awesome blog. Long time reader.",
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    "text": "🔴 TEASER ALERT 🔴\n\nExcited to share that I'll be speaking again at the Next.js Conference 2021 with an incredibly fantastic speaker line-up. \n\nIf you know me, you know I'm all about Next.js — my courses, eBook, even my resume is built with Next.js.\n\n👇Nextjs SWAG giveaway below! https://t.co/BMICfnssw7",
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    "text": "How to become insanely successful? (developer or not)\n\n🧵👇",
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    "text": "Already know how to build? \nLearn to sell, do it now. 🧠\n\nAlready know how to sell? \nLearn to build, do it yourself or build a team. 👏",
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    "text": "Spooky CSS 🔥\n\n*:hover {\n    display: none;\n}\n\nCaution: Don't Try This at Home. https://t.co/jJh2qHopAh",
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    "text": "Tired of typing `npm run dev`? 🤦‍♂️\n\nCreate a bash/zsh alias nrd=\"npm run dev\"\n\nAll you have to type is `nrd` \n\n$ nrd \n\nCongrats: Now you are a true NERD! 👏",
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    "text": "OMG! In the last ten years, I helped 9.5 Million Developers solve coding issues via StackOverflow. Humbled! 🥳\n\n🔘 Led to a 25,922 Reputation \n🔘 Top 0.37% profile this year\n🔘 9.5 Million Devs Reached\n\nShort story link in the tweet below 👇 https://t.co/QSutC5Olg4",
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    "text": "In for a short story on why I did this? And why should you care? Wrote a little something on my blog.\n\nRead it here → https://t.co/mqWqSPAMZg",
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    "text": "WOW! What an absolutely amazing website. \n\nWoke up to v1 launch of Remix. Mad props, Ryan, Michael, and Kent.\n\nMade a YouTube video linked in the tweet below 👇\n\n🔴 LIVE RECORDING of my remixed reactions?! https://t.co/btXsBkwLct",
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    "text": "Remix is an edge-first web framework that embraces JavaScript runtimes running as close as possible to your users. Remix already runs natively on Cloudflare Workers.\n\nh/t @ryanflorence @mjackson @kentcdodds \n\n📺 Watch the review here https://t.co/GafIlL9jvh",
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    "text": "WOW! Vercel is now valued at $2.5 Billion. 😲\n\n$150M in Series D ($313M total). Congrats Guillermo and team. Well deserved. The future of Next.js as the modern web SDK looks more secure than ever.",
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    "text": "@timmy_ux excellent work on remix's design",
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    "text": "Look Ma! I won the MongoDB Innovation Award: Front Line Heroes 2021 for my open-source \"corona-cli\" project. AH! 🥳\n\n🔘 15 Developers/Contributors\n🔘 53 Versions released\n🔘 3+ Billion Requests\n\nCheck out more pics & read the story I shared on my blog. Link in the tweet below ↓ https://t.co/uo7tUmIxAr",
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    "text": "🏆 Story: I don't watch the news. When COVID hit — I was the last person to learn that it's something real. I started looking for an authentic resource to check COVID stats. Found nothing. So I decided to build one — 3B+ requests later…\n\n🔗 Read more → https://t.co/Pc9pCkcYyc",
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    "text": "Y'all, I'm currently 43,000 feet above the ground, flying over the pacific ocean — but I wanted to make sure that I sent y'all the excellent Black Friday discount on my courses & book.\n\nBest deal of the year but capped at first 1,000 developers. Join 31K+ devs already learning!👇 https://t.co/KTn6D5ZE4Y",
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    "text": "Read the newsletter I sent with all the details:\n\nhttps://t.co/Cpgmpy01As\n\nOr skip the line and buy from the links 👇\n\nhttps://t.co/NTQYI6dGd1 (4x1 course, my best work, most recommended, learn all I know about JavaScript/Node). \n\nhttps://t.co/YEAoj4vm4g\nhttps://t.co/pNjjXQTWyo",
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    "text": "Junior developers can split things apart.\n\nSenior developers can put them back together. 🧠",
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    "text": "It's here! 🔥\n\nLaunching the State of APIs Developer Survey! 🐙\n\n🔥 Noteworthy stats:\n🔹 JavaScript, Python, TypeScript are 📈\n🔹 72.7% developers to rely more on APIs\n🔹 Over 50% of developers switching jobs\n🔹 Financial & Health Sector APIs are 📈\n\nhttps://t.co/CRSXoiB2KB https://t.co/2TVUdz6kMn",
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    "text": "We did this fantastic project in collaboration with the DevRel and Marketing teams at @Rapid_API and the whimsical landing page animations, SVGs, charts & graphs from @Wattenberger (incredible work as always). \n\nWoohoo! 🥳🥳🥳\n\nhttps://t.co/4d4T24hCJK",
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    "text": "@LisaDziuba 👋👋👋fancy seeing you here.",
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    "text": "@tagmepk someone's spamming acting as TAG and asking a bunch of personal info in a Google form. I refuse to believe that it's actually you folks, as a fintech startup would take security much more seriously.",
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    "text": "@leenyburger 👋👋👋 NTMY! Watched your first tech talk on YouTube, Codenewbies channel. Amazing story, hilarious comedy, and just wanted to say — proud of you girl. 🤜🤛 \n\nI'm also an Electrical Eng who converted to CS for similar reasons. Invent & build stuff to solve problems.",
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    "text": "Satya is an excellent backer of the developer community — not to overstate the obvious here. With leaders like him supporting developers, I can't wait to see all we'll accomplish in the years ahead. Contribute — no FOSS contribution is ever too small! 🙌\nhttps://t.co/EyM6GlZh9c",
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    "text": "My father once told me: \"Never run after money; it's generally not worth it. Run after problems; solve them — and everything else (fame, money, appreciation, awards) will follow.\"\n\nThis stuck with me & has been the source of intrinsic motivation to create open-source & teach. 🧠",
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    "text": "Shameless plug: Last few hours of up to 76% discount on my https://t.co/WRl9fD7nAJ a https://t.co/Dam4TeERKD course. After this, the discount will end and the prices will return to normal (still a great value, but why buy at full price when you can have the discount?). 🔥",
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    "text": "I'm a big fan of JavaScript and Automating the grunt work. You'll mostly find code relevant to these two on my GitHub profile. Follow along:\nhttps://t.co/NJTvsDjlGw",
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    "text": "@Mackseraner 👋👋👋 NTMY! Keep creating excellent content. Would love to chat, send me a DM. https://t.co/OXJHvtYbHu",
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    "text": "@1Password why 1pass doesn't auto-fill the pass and code on the Okta sign-in page? Please fix this, the Okta page appears before every app for work and 1pass doesn't auto-fill any of these. Makes 1pass quite an effort and bad user experience. This is a high-priority fix.",
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    "text": "The CDC no longer requires developers to center a div. 🧠",
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    "text": "@qatarairways can you please help me cancel a ticket to a voucher? I have been trying for three days without any success. Your website gets stuck at a loader and doesn't let me cancel. Can't help but think this is intentional. I'd hate to change who I fly with over this. Check DM",
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    "text": "I never liked Mathematics. What about y'all? 🧠",
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    "text": "@qatarairways it's been more than a week. I have been trying to get a refund voucher on my ticket, your site internationally doesn't work. I have tried contacting support many times. All in vain. Doesn't feel like the world-class support you folks talk about. Please send HELP!!!",
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    "text": "@FlippedCoding 👋👋👋 NTMY! Excellent content on Redwood. Keep it up. Would love to chat, send me a DM. It's about DevRel. Cheers!",
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    "text": "Next.js is awesome 🌟 in 2021 on GitHub it did well:\n\n🥇 #1 in the Node.js frameworks category\n🥇 #1 in the React Ecosystem category\n🥇 #1 in the category of the Static site\n🥉 #3 all of GitHub for JS\n\nI'm all in on it for ~5yrs, best bet. In 2022 launching my Next.js course! 🧵",
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    "text": "If you'd like to subscribe and learn about all the rendering modes of Next.js for free, then head over to https://t.co/VdX0axFrA0 (sign up and I'll email you the video for free).",
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    "text": "@selfteachme 👋👋👋 NTMY! Ahmazing work all around and your designs are 👌 wow. Would love to chat. Send me a DM when you read this. \n\nhttps://t.co/OXJHvtYbHu",
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    "text": "@andreas_zettl 👋👋👋 NTMY. I'd love to talk about Converting Colors and it's API. When you see this please send me a DM https://t.co/TM7vOBIdrP",
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    "text": "Oh my. Wordle 210 3/6\n\n⬛🟨⬛⬛⬛\n🟩⬛🟨🟨⬛\n🟩🟩🟩🟩🟩",
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    "text": "@qrsupport it's been several weeks, I cancelled a ticket & @qatarairways didn't send me a voucher. I've tried every which way to contact and complain but you people have been less than helpful. I'd probably have to choose another airline from now on. Sad to be treated like this.",
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    "text": "@qrsupport it has been more than two weeks — trying to get my flight cancelled, more than 7 business working days — when will I receive the travel voucher @qatarairways?\n\nDidn't expect to be treated like this after 60K miles with your airline.",
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    "text": "@ash_lmb 👋👋👋 amazing illustrations. Let's chat and work together. Please DM https://t.co/TM7vOBIdrP",
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    "text": "✨ No spoilers here ✨\n\nOn Jan 01, 2022 — while on vacation, I reverse engineered and hacked the Wordle game. 🙈\n\nThen I built three little tools for developers and non-developers to solve Wordle however they prefer.\n\nOh, such fun, much luck!",
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    "text": "Howdy folks!👋 \n\nI'm hiring the DevRel A-Team at @Rapid_API — come work with me.\n\n- Director: Head of Developer Content\n- 2x Developer Advocate (Generalist)\n- 1x DevRel Community Advocate\n- 3x React/Next.js Engineers\n- 3x Content Developers\n- 1x DevRel Social\n\nLink to apply 👇",
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    "text": "Since 2021 over 18.6 Million developers read and viewed content created by RapidAPI DevRel. \n\n#DevRel is at the heart of strengthening RapidAPI's connection with the API Developer Community.\n\nApply below and read why I'm hiring:\n❯❯ https://t.co/DLWWHMx6Qg👇",
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    "text": "It's my birthday today! 🥳\n\nTo celebrate, if you have ever learned anything from me in a \n\n- talk\n- workshop\n- blog piece\n- conversation\n- YouTube video\n- Course I taught\n- Open source tool I built\n\nit would be really special if you shared in the comments. :)\n\n🙌",
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    "text": "@jh3yy 👋👋👋 check your DM when you have some time.",
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    "text": "I'm hiring a Sr. Nextjs engineer. Join my team to build amazing UI/UX for developer products from the grounds up. \n\nAre you into design & building 👌 developer experiences with React/Nextjs? \n\nRemote anywhere in the US or the EU. Send me a DM or apply at https://t.co/Y3HcIn9216",
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    "text": "I hate Maths. I love to code. Wbu? 🙈",
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    "text": "@BAHLOfficial what's the point of having RAAST from @StateBank_Pak only available Over The Counter instead of your online banking services? That potentially means you're not supporting RAAST and don't want people to use it. Please implement RAAST in your online banking.",
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    "text": "@TreciaKS 👋👋👋 NTMY! Fun chatting with you today.  Keep it up!",
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    "text": "There are 9 HTTP request methods:\n\n❯ GET\n❯ PUT\n❯ POST\n❯ HEAD\n❯ TRACE\n❯ PATCH\n❯ DELETE\n❯ OPTIONS\n❯ CONNECT\n\nDid you know? Let's discuss each of these 🧵👇",
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    "text": "HTTP defines a set of request methods.\n\nEach request method indicates a different action.\n\nSometimes we call them HTTP verbs.\n\nEach of them implements a different logic.",
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    "text": "Ten most common HTTP status codes. And my fav. 👇\n\n✅ 200 OK\nSuccessful request\n\n🆕 201 Created\nA new resource was created\n\n📭 204 No Content\nSuccessful request but no content\n\n🌱 304 Not Modified\nUse cached version\n\n‼️ 400 Bad Request\nMalformed request syntax or message framing",
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    "text": "👹 401 Unauthorized\nThe request lacks valid auth credentials\n\n🔴 403 Forbidden\nNo hanky-panky allowed here\n\n🤔 404 Not Found\nURL is not recognized\n\n🤯 429 Too Many Requests\nOf course, in a given timeframe\n\n🏗 500 Internal Server Error\nThe server encountered an unexpected",
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    "text": "Wow, this is huge. 😮 \n\n@DigitalOcean (fav host) has acquired @CSS (fav blog). \n\nCongratulations, @ChrisCoyier & team. Hats off to all of the hard work since 2007. I cannot thank y'all enough for all the amazing content and over a decade of inspiration. I'm a web dev coz of you!",
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    "text": "Thank you, @sarah_edo @geoffreygraham, for your outstanding contributions over the years. 🙌\n\nAlso, Andy @hankchizljaw for featuring my open-source work on CSS-Tricks. 👋\n\nAnd @digitalocean, that's a legit investment; I know it's in good hands. 👏\n\nhttps://t.co/bxg3WzhoWi",
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    "text": "My resume is built with Next.js and has all sorts of automation, like automatic time period calculation, and I even generate and version the PDF automagically. \n\nWhat about you? \n\nReply with what interesting stuff y'all do. 👇",
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    "text": "Developers: \"Pull Request\" term can be confusing?!\n\nBy creating a \"Pull Request,\" you are requesting from the software's author to \"pull\" in your code. 📮\n\ntl;dr since I am not allowed to make a push, I'll just nicely make a request to the repo owner, so they decide to pull. 🤝",
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    "text": "Today, we (@Rapid_API) announced our $150M Series D at a $1B valuation. What a wild ride — working with a remarkable leadership team!! 🚀\n\n🔹 4 Million Developers\n🔹 Increased ARR well over 100%\n🔹 27M+ Developers reached via DevRel\n🔹 Trippled Global 2000 Enterprises adoption https://t.co/55V7JuTksT",
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    "text": "After over 10yrs with Android, I've switched to iPhone.\n\nApple has finally sucked me into their ecosystem of great products. What started with a Macbook 11yrs ago is now all Pro Max'd.\n\n💻 Macbook Pro M1 Max\n📱 iPhone 13 Pro Max\n📺 iPad Pro\n\n made me more productive than ever. https://t.co/btm9L609xA",
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    "text": "1️⃣ RapidAPI Learn: https://t.co/icXsTFHY2z\n\nAPI Development using fun challenges (with solutions!) and interactive examples. 8 learn labs.\n\n✨ I promise this is the best way to learn APIs. My team and I put a lot of thought into this. Check it out.",
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    "text": "I also have CLI called Ramadan CLI — to check Sehar and Iftar times in Ramadan right there in the command line.\n\n❯❯ npx ramadan-cli <cityName>\n\n🌟 Star the repo for updates, just launched v5 → https://t.co/pYHSz0kM8F https://t.co/FHmKkdjNtT",
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    "text": "@li_guangyi 👋👋👋 NTMY! https://t.co/upY9NnyJQS is on point. Thanks for creating this.",
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    "text": "Node.js v18 is here! 🥳\n\nIt has an experimental global fetch API by default.",
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    "text": "Big announcement! 🏎️\n\nThrilled to announce RapidAPI’s official partnership with AlphaTauri, a Formula 1 Team.\n\nF1 Teams are more about data than mechanics; it's an information sport. \n\nThe race director, Pit crew, and the driver use real-time APIs — making Formula 1 API driven. https://t.co/HFeDmJo2JF",
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    "text": "The New Stack interviewed @IddoGino, CEO of RapidAPI, to find out how RapidAPI is “making Formula 1 a truly API-driven industry.” \n\nKeep an eye out for the RapidAPI branding, which will be on the AlphaTauri car in Formula 1 race.\n\nTotally worth a read!\nhttps://t.co/Pdq6yRJE8l",
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    "text": "Introduction to CORS\n\nCORS is an HTTP-based mechanism that lets you request data from one URL to a different URL.\n\nLet's talk about it in a bit more detail. 🧵👇",
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    "text": "CORS stands for Cross-Origin Resource Sharing.\n\nHalf of the definition is clear by the abbreviation. CORS allows a server to share resources with browsers having different origins.",
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    "text": "@KanikaTolver 👋👋👋 NTMY! Please send me a DM, would love to chat about a business thing.\n\nhttps://t.co/OXJHvtYbHu",
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    "text": "Presence is an elusive trait. — Berry S.\n\nIt’s our ability to own the room. \n\nOne of the actions you can take to improve your presence is to stop saying “sorry” when it’s not warranted. Instead, say this:\n\n🙈 Instead of: “Sorry to bother you”\n💪 Say: “Do you have a minute?”\n\n🧵👇",
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    "text": "The Harvard Business Review describes it as “your ability to project mature self-confidence; a sense that you can take control of difficult, unpredictable situations, make tough decisions in a timely way, and hold your own with other talented and strong-willed team members.”",
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    "text": "COOL! Now run Python in your browser.\n\n🧵👇",
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    "text": "@easypaisa after yrs of spam from easypaisa, finally tried to register an account. They send you 10 digit auth code that expires in 20secs. I got it after 8 seconds and the only three attempts I had, for the life of me I couldn’t enter the code. Now I’m blocked. UX fail!!",
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    "text": "@zenorocha 👋 miss the codecopy extension on Chrome https://t.co/SVGjmDQwZe",
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    "text": "@renato_casutt oh the bionic reading looks awesome. I’m the VP of Developer Relations at @Rapid_API and would love to chat about this. \n\nPlease send me a DM so we can schedule some time this week. 👇\n\nhttps://t.co/OXJHvtYbHu",
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    "text": "Reading this, I feel limitless, finally unlocking 100% of my brain.\n\nThis mysterious API is called \"Bionic Reading\"; you can use it today.\n\nA full story 🧵 👇 https://t.co/jCWyRnIsnk",
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    "text": "Generally, here are 9 HTTP request methods:\n\n❯ GET\n❯ PUT\n❯ POST\n❯ HEAD\n❯ TRACE\n❯ PATCH\n❯ DELETE\n❯ OPTIONS\n❯ CONNECT\n\nDid you know? Let's discuss each of these 🧵👇",
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    "text": "Forgot WiFi's password?\n\nOften someone asks for a WiFi password and I don't remember what it is. Makes me feel dumb lol. Instead of a trip down GUI to search for it, I created a CLI to quickly get a stored WiFi password from your computer.\n\nRun in your terminal:\n\n＄npx wifi-pswd https://t.co/KXKtKbhQon",
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    "text": "It's similar to what TypeScript is to JavaScript.\n\nJavaScript → TypeScript\nObjective C → Swift\nJava → Kotlin\nC → C++\n\nSimilarly:\n\nCarbon → C++",
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    "text": "@sumit_analyzen 👋👋👋 NTMY! Would love to chat about your channel. Send me a DM?\n\nhttps://t.co/OXJHvtGAiU",
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    "text": "@Rapid_API 👋 Install RapidAPI Client for VSCode today and generate do it all from testing APIs right inside VSCode or auto-generating TypeScript interface on a click. \n\nhttps://t.co/s5DgYYi8Fp",
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    "text": "@OliviaGuzzardo 👋👋👋 NTMY! Would love to jump on a live stream with you and talk about API development within VSCode? Up for it? Let's talk. \n\nhttps://t.co/OXJHvtGAiU",
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    "text": "@chriscoyier, 👋 where can I find you/your voice after CSSTricks? Are you working on something, like a newsletter or whatnot? I kind of miss that. 🙈",
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    "text": "I hope y’all execute really well on this. \n\nExcited to see strong partners like ⁦@sequoia⁩ backing this in PK!\n\nCongrats ⁦@taidrus⁩ @kjamali and the dBank team on their seed round led by @sequoia and @kleinerperkins. 🥳 https://t.co/TbHiaVh4Kz",
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    "text": "@kinsta DNS records can be imported by @Cloudflare — please provide a file we can download and upload instead of copying pasting all the TXT records again and again for 20+ domains, while trying to remove wildcard SSL to avoid doing this every year. :(",
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    "text": "Gifting FREE $150 value tickets to API World Conf 🥳\n\n🗓️ Oct 25-27 — San Jose, CA\n\nAs part of the Advisory Board for API World 22, I'm gifting free OPEN Passes ($150 value) to a 2-Day in-person Expo and Keynote/talks.\n\n👊 5 tickets: \nTo win, reply how you use RapidAPI VSCode Ext?",
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    "text": "Most considerable improvement to web development in 2022 is here:\n\n@vercel just launched Turbopack, successor to webpack, by the same creator, Tobias.\n\n💠 700x faster than webpack \n🚀 10x faster than Vite\n👌 written in Rust\n\nWith 4x faster cold boots both on local/prod. Oh my!! https://t.co/AXdd6Pgacx",
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    "text": "@icbc haven't been able to book an appointment. It says, \"Our booking system for driver licensing appointments is currently unavailable. (Road test appointments are not affected.)\"\n\nIt's been like this for more than two days. Whereas my 90-day test deadline is running out. Help?",
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    "text": "Dive deep into the product, its users, & the user's environment.\n\nBuild empathy to understand their motivation and pain points.\n\nThen create software & experiences that engage users & drive outcomes.\n\nDevelop the people, product & process together & you unlock true DevRel.",
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    "text": "Lack of strong leadership and clear strategy can be detrimental to a DevRel team. It's important to allow team members the freedom to experiment and iterate in order to drive long-term success, rather than expecting immediate results.",
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    "text": "RT @Rapid_API: Rapid Twitter Space! 🐙\n\n- State of APIs 2022\n- Developer insights\n\n🌱 State of APIs\n🗓️ January 12th, Thursday\n⏰ 10 AM PST | 1…",
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    "text": "Principles of building a REST API https://t.co/jlVzgsd5xk",
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    "text": "GPT and AI are the most patient teachers available to anyone at any time of the day. This changes how we learn things forever!",
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    "text": "@arjunmahadevan excellent content man! 👋👋👋",
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    "text": "Airlines \"customer support\" is oxy moron. 🧠",
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    "text": "@amanda_robs 👋👋👋 Amanda! NTMY!",
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    "text": "WOW: ChatGPT Plugins are here! 🔥\n\nYou can now feed it whatever data\n- Browse the internet in ChatGPT\n- Code execution in ChatGPT\n\n👊 3rd party plugins:\n- Zappier\n- Do math\n- Run your code upload/download\n\nAnd a lot more, as developers can now make their own plugins. Let's go! 🔥 https://t.co/9XoPQ69YCx",
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    "text": "Is there a name for the feeling when you accidentally clear all the notifications? Coz that’s what happened to this guy. 😅",
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    "text": "Incredibly humbled and excited to share! ✨\n\nI'm the proud recipient of Microsoft's \n\n🎖️ Most Valuable Professional Award in Developer Technologies. Alhamdulillah!\n\nNow that Microsoft is stepping up with AI, Copilot, and GitHub, I couldn't be more excited to join the MVP network. https://t.co/NdAZ26Ev4G",
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    "text": "Generally, here are 9 HTTP request methods:\n\n❯ GET\n❯ PUT\n❯ POST\n❯ HEAD\n❯ TRACE\n❯ PATCH\n❯ DELETE\n❯ OPTIONS\n❯ CONNECT\n\nDid you know? Let's discuss each of these 🧵👇",
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    "text": "HTTP defines a set of request methods.\n\nEach request method indicates a different action.\n\nSometimes we call them HTTP verbs.\n\nEach of them implements a different logic.",
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    "text": "@TwitterSupport @TwitterEng unable to login on the web. Tried everything from removing cache to flushing DNS cache. \n\nThe console shows this error:\n\nFailed to load resource: net::ERR_SSL_PINNED_KEY_NOT_IN_CERT_CHAIN\n\nAPI requests failing. \n\nPlease help! https://t.co/FQPuAP2DxO",
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    "text": "This sucks. Unbelievable. This will make developers stop building with Twitter API. We all know APIs don’t cost that much. \n\nThis extra premium pricing disguised as “Hobbyist Tier” feels like a big joke or slap in the face of every developer who built Twitter apps. Do better!",
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    "text": "@feross tell me y’all are building a CLI that one could run on local machines as well to see if there’s something fishy in any node modules?",
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    "text": "New feature: Voice-to-text works!!! 🗣️\n\nA Hassle-free way to connect with ChatGPT, the voice to chat feature. This will make my life simple. https://t.co/gaE31UxTNL",
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    "text": "Junior developers:  💢\n\n\"I can't do one damn thing without Googling it first. When will I become a real Senior Developer?!\" \n\nSenior developers:  🤯\n\n• 19 prompts on ChatGPT\n• 13 prompts on Co-pilot Chat\n• 100K context consumed on Anthropic\n\nFIXES a semi-colon bug. 🐛",
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    "text": "Celebrating 3M+ Devs using Shades of Purple 🦄\n\nShades of Purple offers a hand-picked selection of bold and vibrant shades of purple that will transform your code into a visually stunning masterpiece. \n\nWith its carefully crafted color palette, this theme brings a sense of style, elegance, and whimsy to your favorite code editor, making your coding sessions a delightful journey of creativity.\n\nNeed more convincing, eh? \n\nCheck the tweet below. ↓",
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    "text": "Immersive Kaleidoscope of Colors ✨\n\nHonestly, give it two weeks. It's free. \nIf you need more motivation — Did you know that purple is associated with creativity, wisdom, and inspiration? By choosing Shades of Purple, you'll tap into the hidden potential of this majestic color and supercharge your coding abilities. Prepare to think outside the box, solve complex problems easily, and impress your peers with your coding prowess. \n\nOkay, maybe that was too much?! 😅\nBut purple can be genius! 🦄",
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    "text": "@pie6k 👋👋👋 NTMY! Check my DM when you have some time.",
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    "text": "The real fun will begin when VS Code’s compiler will not only show errors but will use AI LLMs to suggest a solution with the inherent context of the project’s code and the developer’s coding habits. 🧠\n\nDo you think it will help?",
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    "text": "@raunofreiberg I've become a huge fan of your work and portfolio! 👊",
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    "text": "WordPress is 20 years — woohoo! 🥳\n\nThis OG of the web platform has rocked our digital world and impacted countless lives. \n\nAs someone who's had the privilege of being a contributing core developer for years, I've witnessed firsthand the incredible power and potential of this software. 🚀 \n\nThe community behind WordPress is a force to be reckoned with, a tribe of passionate creators and problem solvers. Together, we've built something truly remarkable.\n\nSo let's crank up the party vibes and celebrate in style, my friends! ✨🎊 \n\nRaise your hands to the visionary minds, tireless contributors, and every single person who has played a part in making WordPress what it is today. \n\nHere's to 20 years of greatness and many more chapters of innovation, collaboration, and digital awesomeness! 🎉",
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    "text": "Context Switching sucks. 💢\n\nIn May, I challenged myself to stay as productive as possible while building so many things.\n\nThe context shifted from:\n1️⃣ Backend development (super custom work)\n2️⃣ Node.js <> React <> RSC <> Next <> PHP\n3️⃣ Building a team (hiring, meetings, LinkedIn)\n4️⃣ Frontend Development and design (here today)\n\nFinally, today, I felt like I was in a rut. It's not easy to be creative, but after weeks of context-switching, it's even harder — my brain is temporarily fried. LOL. \n\nRunning a million miles an hour. \n\nPossible future actions include taking a break and employing AI to complete the remaining tasks. 😅",
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    "text": "&lt;Happy/&gt; 10th Birthday &lt;React.js /&gt;! 🥳🥳",
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    "text": "RT @MrAhmadAwais: &lt;Happy/&gt; 10th Birthday &lt;React.js /&gt;! 🥳🥳",
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    "text": "That’s it and that’s all. \n\nJust pulled an all-nighter and binged the epic #FUBAR season. \n\nIt's an adrenaline-fueled roller coaster ride of emotions, till the very last scene. \n\nHe’s back. @Schwarzenegger 👌\n\nPure genius, no surprise it's trending like crazy on Netflix and Twitter. Strap in, folks, it's a wild one!\n\nWaiting for season 2 now!!!",
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    "text": "I completely forgot about ChatGPT for two days, and my development speed suffered. I missed two days of R&D goals in a row. \n\nHowever, I started using it again today and already finished with my goal for the day. Now, I'm exploring what else I can accomplish, in the next couple of hours. \n\nUsing generative AI is super addictive, but the business value it brings is undeniable. We've already achieved so much, which is unbelievable. \n\nI have small AI bots that assist me with daily chores. I'm considering open-sourcing them, but I am unsure of the best approach. \n\nIt's incredibly addictive! 🔥",
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    "text": "RT @Schwarzenegger: Thanks for the kind words!",
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    "text": "@realvjy cool designs. 👌👌👌",
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    "text": "React Server Components are cool! 👊 BUT…\n\nBut React Client Components aren't going anywhere. \n\n✨ Client Components aren't always bad. \n\n✨ A client component is fetched once, so if you have an SVG in your nav, make it a client comp so it's not fetched on each request. \n\n✨ Next.js will still SSR client components.\n\n🧠 The point of having a layout.tsx file is not just to have a wrapper around your client components. You could always do that using a component to wrap your pages.\n\n🧠 The unique value proposition of Layouts is specifically to display components that preserve the state between nested page navigations. This is a big plus!",
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    "text": "The new Next.js App router update! ✨\n\nI’m converting a 36K users monorepo of PHP and an old Gulp-based JavaScript site to the new Next.js App router. \n\nHaving a lot of fun building my new course platform. 🦄\n\nPlanning to share details soon!",
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    "text": "Holly shit, this is crazy! ❤️‍🔥\n\nI just spent the last six hours debugging an old ass auth system that allowed admin access but wouldn't let any other user get data from the API. \n\nSince I had written the API and the Auth wrapper, I had once before had this problem, but that was way back then, years ago. \n\nNow what did I not do to try and fix this? \nI read the entire (or nearly so) OAuth specification\n- I read the core of three authentication systems\n- Built two JavaScript packages to redo auth\n- Then built a custom logger for PHP to JS to TS\n- Though end-to-end type checking would help\n- Wrote Zod types, TypeScript interfaces\n- But all good, admin works, no for other users\n\nUntil finally, and I really mean finally, I remembered something. \n\nHolly shit, I can't believe this. \n\nDecades of coding experience, and here I am. \n\nSo, what happened?\n\nWell, I had written a small fn to restrict API access to admins only about three weeks ago. \n\nAnd yours truly completely forgot about it. \n\nNo one could help.  \nNo software source helped.\n\nI think I used every AI out there, from Co-Pilot chat and  ChatGPT (tried both 3.5 and 4) to Anthropic's Claude.\n\nUltimately, my flippin' brain worked. \n\nAnd I remembered. \n\nDummy, you had restricted everyone's access but admins. \n\nThat freakin' one-liner, sheeeeeiiiit. \n\nI can't explain what I'm feeling right now. \n\nDang effing shit, smack that CMD + /, commented that line.\n\nAnd boy, are we back in business. \n\nThe software world is crazy. \n\nThink we're safe from AI, till it can remember literally everything, like our brains do. Or forget as we do.\n\nAnyhoo — figured, I'll share it with y'all.\n\nSo, how's your weekend going?",
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    "text": "I was looking to watch a good TV show today, but instead ended up watching @JTLonsdale's podcast:\n\nEp 61: High School Dropout to Building Mr. Beast's Storefront — the Story of Guillermo Rauch @rauchg\n\n🔥 Some key @vercel ARR numbers shared by G! \n\n2019 EOY — $1M ARR\n2020 EOY — $5M ARR \n2021 EOY — $24M ARR\nH1 2023— $50M+ ARR 🚀\n\nNext.js rocking 4M+ weekly downloads. ✨\n\nThe open web is unstoppable, armed with kickass docs and the compounding effect of 🌱 DX. \n\nNo surprises here. Amazing product and engineering team! They've got eBay, UnderArmour, TikTok, Adobe, and even @MrBeast as their customers. 😎\n\nP.S. Loved the phpbb comment; I used to hack around with phpbb community building small mods and whatnot. Ah, the good old days. \n\nPretty excited about the future of the web platform. \n\nhttps://t.co/2x1Jyz9jNH",
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    "text": "@excalidraw Can we make the library searchable? That'd be wonderful!",
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    "text": "Your page.tsx file should probably always be a React Server component (RSC). \n\nClient components are small parts imported into it. And some times they are atomic providers where the children are again React Server components. \n\nThis is a new pattern that has become a great mental model for me when building new Next.js app router-based projects. \n\nRSCs are always page-level or components that are used as children. \n\nClient comps are always atomic leaf components or atomic providers with children RSC’s. \n\nAtomic provider has only one RSC component as a child. \n\nSo far it's stood test of the time. Makes decision-making easier. Instead of guesswork on when to chose RSC vs a client component and how.",
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    "text": "@dan_abramov your thoughts on this? 🤔",
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    "text": "@antfu7 Thank you for all your amazing work! Just sent you an email and nominated you for a @GitHub Stars Award. https://t.co/ytOGBmUqME",
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    "text": "Junior developers:\n\n\"I can't do one damn thing without Googling it first. When will I become a real Senior Developer?!\"\n\nSenior developers:\n\n93 Chat sessions on ChatGPT\n50+ Asking AI to just solve it\n71 Google Search tabs\n48 GitHub tabs open\n\nTrying to solve ✨ONE✨ small problem",
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    "text": "Hey, @shadcn! Bravo for your incredible open-source contributions! I've decided to nominate you for the prestigious @GitHub Stars Award. 🌟\n\nI believe your open-source UI project is awesome. It's high time you receive the recognition you deserve. Keep up the fantastic job, and fingers crossed for this well-deserved honor! 😄",
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    "text": "Introducing: mxn ✨\n\n172-byte utility library to use both clsx and tailwind-merge in one go. Where class merging becomes a seamless dance, leaving style conflicts in the dust!\n\n🧿 Fully typed \n📟 ES Module\n📼 CommonJS\n🌍 UMD.\n\nDon't forget to star 🌟\nhttps://t.co/4A5BKNwNP4",
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    "text": "RT @CommonRoomHQ: 🥑 We’re back with the 2023 Developer Relations Compensation &amp; Culture survey! \n\nIf you’ve got 9 minutes, we’ll have a wea…",
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    "text": "RT @MrAhmadAwais: Introducing: mxn ✨\n\n172-byte utility library to use both clsx and tailwind-merge in one go. Where class merging becomes a…",
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    "text": "Should pkgs on npm minify code or not?",
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    "text": "What are some cheat codes you've found in the game of Life?",
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    "text": "@samselikoff check my DM when you get some time. 👋",
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    "text": "This is where it started for me ✨ https://t.co/gQx0OME4ye",
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    "text": "RT @MrAhmadAwais: This is where it started for me ✨ https://t.co/gQx0OME4ye",
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    "text": "Hot take: This comparison is beyond unfair! 🫣\n\nListen up, folks! Tailwind isn't some fancy tool for making your code readable—it's an absolute game-changer with a different value prop. \n\nThink of Tailwind as the ultimate CSS API that brings developers together on the same wavelength.\n\nNow, sure, you can query a database in countless ways. But picture this: a REST endpoint with a well-defined OpenAPI schema that's meticulously documented, production-ready, and optimized for caching. When all your team developers can query it in the same way—using the API—magic happens!\n\nThat, my friends, is the true power of Tailwind. Let me tell you a little story. I used to be one of those CSS purists—I'd craft every line of code from scratch with love and passion.\n\nAnd don't get me wrong, I still adore that process. But when I started working with teams, things got complicated. People just couldn't wrap their heads around why I used certain techniques. Display table layouts? Oh, they're incredible for so many things, but explaining their brilliance was a struggle.\n\nTeaching and documenting everything became a daunting task. But then Tailwind came along, and even though I had my reservations about yet another framework, I gave it a shot.\n\nAnd you know what? I was blown away. Tailwind never forced me into a specific mental model. Instead, it made mundane tasks ridiculously easy. Need a shadow on your card? Just add the `shadow` class, carefully crafted by a highly respected designer.\n\nAll of a sudden, working on UI projects with my team became a breeze. Onboarding new members? Piece of cake! We'd simply direct them to the fantastic documentation maintained by Adam, Steve, and the rest of the team.\n\nAnd here we are in 2023, my friends. Nearly every framework out there supports components now. So, instead of cluttering your pages with repetitive syntax, use components to tidy things up and keep them all organized.\n\nWell, that's my two cents on the matter. Tailwind—love it or hate it—has revolutionized the way teams collaborate. Trust me, it's worth it. 😉",
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    "text": "RT @MrAhmadAwais: Hot take: This comparison is beyond unfair! 🫣\n\nListen up, folks! Tailwind isn't some fancy tool for making your code read…",
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    "text": "Next.js App Directory Mental Model ✨\n\nThis mental model solves 99% of app dir patterns. \n\n❯❯ React Server Components: \nTry to always keep your main layout/page files RSCs.\n🔹 layout.tsx\n🔹 page.tsx\n\n❯❯ React Client Components:\nAny leaf comps could be client comps. \n🔹 Nav.tsx\n🔹 Alert.tsx\n\n❯❯ Atomic Providers\nYou can import a client comp in a server comp. This client comp conditionally renders a server comp, if certain conditions are met.\n🔹 Auth.tsx // ← Client Comp\n🔹🔹 {children} // ← Server Comp\n\nThis way, your Client comp knows nothing about the server comp — yet you can enjoy the benefit of using something from the client side and conditionally fetching the server comp if the conditions are met.\n\nLike showing user data server comp when client comp confirms that the user is signed in.",
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    "text": "Meta (Facebook) is launching a Twitter competitor app called Threads on July 6th. \n\nMonthly active users as of 2023\n\nMeta:\nFacebook: ~3.0B\nInstagram: ~2.0B\nWhatsApp: ~2.0B\n\nTwitter: ~300M\n\nI think they may have a real shot at this. Considering how Twitter has gone down the drain since last year.",
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    "text": "RT @MrAhmadAwais: Meta (Facebook) is launching a Twitter competitor app called Threads on July 6th. \n\nMonthly active users as of 2023\n\nMeta…",
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    "text": "I’m @MrAhmadAwais on threads",
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    "text": "https://t.co/OQ5BQ547hY",
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    "created_at": "Thu Jul 06 13:05:40 +0000 2023",
    "text": "Meta's Threads App cracked 10M users in 7 hrs! ✨\n\nMark Zuckerberg said over ten million people signed up for Threads in the first seven hours of its launch.\n\n❯ Monthly active users as of 2023\nThreads: 10M\nBlueSky: 180K\nMastodon: 5M\n\n❯ Why?\nInstagram: ~2.0B \nvs Twitter: ~300M?",
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    "text": "Y'all, Threads App has cracked 10M users in 7 hrs! ✨\n\n❯ Monthly active users\nThreads: 10M\nBlueSky: 180K\nMastodon: 5M\n\nZuck: 923K followers\nMrBeast: 1M followers already! 😅\n\nAdoption is crazy! Unlike any other competitor.\n\nLet's connect: https://t.co/OQ5BQ547hY",
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    "created_at": "Thu Jul 06 14:13:13 +0000 2023",
    "text": "RT @MrAhmadAwais: Meta's Threads App cracked 10M users in 7 hrs! ✨\n\nMark Zuckerberg said over ten million people signed up for Threads in t…",
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    "text": "Threads: 70 million sign ups in 2 days! ✨",
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    "created_at": "Sat Jul 08 20:44:40 +0000 2023",
    "text": "Sometimes you have nothing good to work on, and sometimes two outstanding projects are executing well, and I feel if only I could duplicate myself. Decision paralysis is so real.",
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    "text": "Code interpreter for Nodejs/JS when?",
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    "created_at": "Tue Jul 11 13:57:22 +0000 2023",
    "text": "Do you think Code Interpreter by OpenAI is an AI Agent? And maybe a new pre-trained model GPT-4.5?",
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    "created_at": "Wed Jul 12 19:25:02 +0000 2023",
    "text": "Finally watched all nine seasons of The Office. Ain’t bad. While the first two seasons were tough to watch, the rest of the show was so much fun. And a fun ending. Oh my! 👌",
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    "created_at": "Thu Jul 13 17:03:52 +0000 2023",
    "text": "What if Next.js v13 made React Client Components the default, while React Server Components required an opt-in \"use server\" directive?\n\nThis could address many questions from the community on GitHub and StackOverflow, where folks are confused about changes in Next v13 without realizing they're using server components.\n\nThe usage patterns likely wouldn't change - it's just that React Server Components are new. So we'd opt into them rather than opting into React Client Components and waiting for the React community to start shipping \"use client\" in popular packages.\n\nI'm genuinely curious: might this reduce some of the React drama on Twitter and elsewhere? Not pointing fingers; just exploring options. We're all learning as we go.\n\nClear communication and empathy can overcome the current issues. What do you think?",
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    "text": "RT @MrAhmadAwais: What if Next.js v13 made React Client Components the default, while React Server Components required an opt-in \"use serve…",
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    "created_at": "Sat Jul 15 16:46:02 +0000 2023",
    "text": "RT @MrAhmadAwais: Next.js App Directory Mental Model ✨\n\nThis mental model solves 99% of app dir patterns. \n\n❯❯ React Server Components: \nTr…",
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    "text": "Felt odd opening Adobe illustrator .ai file",
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    "text": "Are you building something cool with AI?",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
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    "text": "I’m excited to invest in Zeno’s vision of creating a developer-first email and communication platform. ✨\n\nResend makes email ridiculously easy for developers with its sleek interface, seamless integrations, and wealth of handy templates. \n\nEmail, once notoriously hard to work with, is now React-TypeScript-Markdown-Tailwind-enabled—a game-changer in simplifying the email developer experience— oh my! \n\nLet’s go!!! 🔥",
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    "text": "It feels like the early days of a much better version of Twilio, starting with email. 🦄 \n\nNot to mention alongside incredible list of angel investors https://t.co/oRUbDxkkiN",
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    "text": "Llama 2 is out and it’s free for research and commercial use unless you have more than 700M monthly active users. \n\nIt’s performing better thank Falcon 40B and has 4K context. 🔥",
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    "text": "For some reason, I can’t stand the word “synergy” especially from people I don’t know. It’s a hollow word.",
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    "text": "You can kind of guess ChatGPT's initial prompts.\n\nAs shared by @swyx and @wongmjane and then I took it a step further to see if it'd return something more — like the second image. \n\nDoesn't work all the time though. 😅 https://t.co/wxyydvHWne",
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    "text": "🔥 Holy moly. It’s the good, the bad, and the ugly of front end in 2023. This voodoo magic changes a lot of things for me. \n\nReact server comps can communicate with the Client comps using promises via props. This the",
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    "text": "🔥 Git squash in one go `squash 3` https://t.co/pKsAlLv1LQ",
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    "author": "MrAhmadAwais",
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    "created_at": "Fri Jul 21 14:26:20 +0000 2023",
    "text": "Paste in your .bashrc or .zshrc file.\n\n# Squash last X commits with a Commit message.\n# Usage: squash X COMMIT_MSG\n# where X= Number of last commits.\n# where COMMIT_MSG= New commit msg.\nsquash() {\nif [ -z \"${1}\" -o -z \"${2}\" ]; then\necho \"Usage: \\`squash X COMMIT_MSG\\`\"\necho \"X= Number of last commits.\"\necho \"COMMIT_MSG= New commit msg.\"\nreturn 1\nfi\n\ngit reset --soft HEAD~\"$1\"\ngit add . && git ci -m \"$2\"\ngit push --force\n}",
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    "url": "https://x.com/MrAhmadAwais/status/1682739044663586816",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sat Jul 22 13:07:06 +0000 2023",
    "text": "Most developers don't realize how much time I spend on the courses I teach. Thousands of hours. 😎\n\nI'm thinking of this as I prepare to launch my new course platform built on the new Next.js v13 app router.\n\nGist: What it took to create https://t.co/5FvGtbpBE8 course:\n\n👊 Built 22 CLI projects to teach\n🫣 Spent 50 hrs organizing the right order to teach\n🎙️ Bought a mic upgrade + learned Adobe Auditions\n📹 Started recording 100 videos (massive 1x4 course)\n😤 Got sore throat after two weeks of work (stopped)\n⏰ Spent another month recording 100 videos\n🧿 Only then start to edit these videos\n🥲 Editing is laborious as heck!! \n🤟 English is not my mother tongue\n🎬 I cut around 30–50% from each video\n📟 Wrote a CLI to see how many hours in 100 vids\n😵 It was 30 hours of content (wops!!)\n✨ Too much. Cut down to 10 hours of content\n🏗️ Save Raw video Make external backups\n🏗️ Duplicate Raw, export audio, process audio\n🏗️ Import processed audio, improve sound levels\n🏗️ Design and add intro/outros to videos\n🏗️ Edit video (listening to yourself is extremely hard)\n🏗️ Stop video editing to add Zoom in/out\n🏗️ Write some close captions (CC's outsourced)\n🏗️ Show the right keyboard shortcuts on screen\n🏗️ Export 1080p and name the video\n🏗️ Naming is hard. I exported all 100 videos\n🏗️ Then rearranged and numbered these videos\n🏗️ 11th video became video number 3 *dang\n🏗️ Found three missing key concepts\n🏗️ Recorded these videos again \n🏗️ At least three times lost editing videos\n🙅‍♂️ At least two times recorded with mic off \n👌 Now we have videos! YAY! Next steps are\n🖥️ Make the NodeCLI .com landing page\n☀️ Set up the server backend + auth + payments\n🫡 Enter 100 videos data into my CMS/backend\n🥲 Video ID, Title, Slug, Captions, Access x 100x\n🎬 Time to record the Promo video for the course\n🫣 Burn out. Stopped for a week; what can I do\n📧 Started again, marketing emails writing\n😅 Over-engineered Next + React + MDX Emails\n🎖️ Finally, 14 hrs in a day doing a promo video\n😇 Getting there — Created coupons + Affiliates\n🥳 Sourced testimonials by giving beta access\n🚀 Launched the course on Twitter\n🥲 Forgot to swap the test video with promo\n🫣 Burnt out. 12 hrs later fixed the video\n🤩 2 years and 12K developers took the course\n\nThere's still so much missing in this timeline. I didn't even talk about the course platform I built for a year on the side. Doing 99% of this solo with the help + support of my incredible wife has been one of the best endeavors of my life. I love to teach. Some say I know a thing or two sometimes. 😅 \n\nThe best part of all this is when developers reach out and tell me they got a job, a pay raise, or built something they never thought was possible. And all of a sudden, it's worth it all!\n\nThanks for all y'all's support!",
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    "text": "Some people said some nice things @NodeCLI \n\nHere's the launch tweet from 2-3 years ago\n\nhttps://t.co/q0MMnT0hRp",
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    "text": "@musaadanurr excellent and creative design work! Mad props! 👌🎊",
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    "text": "LangUI — Open source Tailwind UI for AI LLM Apps\n\nA fantastic open-source project. Got early access! ✨\n\nA collection of reusable tailwind components that you can copy-paste into your LLM AI apps. Free. Customizable. Open Source.\n\n🌟 Star the GitHub repo: https://t.co/mUOpW0X2AG https://t.co/I8mKDHReCN",
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    "text": "Mad props @AhmadBilalDev excellent open-source project! 👏",
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    "text": "It’s incredible to see @feross and @SocketSecurity progress so well. It’s a godsend from one of my favorite open-source developers. The pace of innovation is 🚀",
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    "text": "Tremor — OSS React lib to build dashboards ✨\n\nTremor makes creating dashboards so much fun with simple and modular components.\n\nDocs are 🔥\nFully open-source, made by data scientists &amp; software engineers with a sweet spot for design.\n\n🌟Star the repo:\n↳ https://t.co/lEP09BfA0O https://t.co/AsMvV4Ajxd",
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    "text": "I have five times fewer followers on Facebook and ten times more reach. Twitter's algo👎 https://t.co/OpdHwKKpLp",
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    "text": "I used to iterate on code with paper and debug it with books. Internet was available to me for a few hours a day. And it was slow as heck. \n\nI ran a HTML site. People would email me comments. I’d create new comments manually via FTP the next day. \n\nCode sharing was tricky.",
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    "text": "Lately, I have been practicing shutting down my brain, at least on Sundays. No work-related thoughts, no ideas, no over-engineering or optimization. It’s been challenging, if you what I'm like, but somewhat relaxing. What do y’all do?",
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    "text": "What's the best way to use PostgreSQL? (has to be economical at scale). Serverless would be a win.",
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    "text": "Apple Ai",
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    "created_at": "Wed Aug 09 03:40:12 +0000 2023",
    "text": "RT @addyosmani: @MrAhmadAwais @Google Here's Shades of Purple + IDX 💜 As the editor is based on Code OSS, IDX is compatible with marketplac…",
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    "text": "LangUI — Open-source Tailwind UI for AI LLM Apps is featured on the ProductHunt homepage. Upvoted! ✨\n↳ https://t.co/NGetKnaP8u\n\nIt's like an open-source alternative to ChatGPT's UI.\n\nBeen using it in a couple of LLM projects. \n\nSupa-easy copy-paste components. \n\nOver 10K developers are using it already, with thousand stargazers on GitHub!",
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    "text": "RT @MrAhmadAwais: LangUI — Open-source Tailwind UI for AI LLM Apps is featured on the ProductHunt homepage. Upvoted! ✨\n↳ https://t.co/1pnrq…",
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    "text": "Has anyone here bought a GoDaddy premium domain at the \"Buy it Now\" price before? I'm curious to know if the transfer was instant or if you had to wait for the owner's approval.\n\nI'm considering buying a premium domain myself, but I'm a bit hesitant because I'm not sure if the \"Buy it Now\" price is just a way for GoDaddy to take my money and present it to the owner for approval or rejection. \n\nI haven't been able to find much information about it online. Anyone?",
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    "text": "RT @MrAhmadAwais: Has anyone here bought a GoDaddy premium domain at the \"Buy it Now\" price before? I'm curious to know if the transfer was…",
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    "text": "Wow, fastest llama I’ve used so far https://t.co/sOpkIUdkeW  🦙\n\n@LeptonAI by https://t.co/4841NoxbAL",
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    "text": "@dillionverma cool UI project. \n\nI saw you are using clsx and tailwind-merge. Instead you could just use the https://t.co/CxNkv7FxCy pkg which has them both. 👋",
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    "text": "@jamesiles 👋quick question: any domain listed with buy it now price as GoDaddy Premium domain is an instant buy and transfer if paid the BIN price? Interested in buying one but there’s not a lot I could find online that guarantees paying BIN price gets me the domain quickly without any issues and further negotiations?",
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    "text": "\"make light edits\" is a super awesome LLM prompt! ✨",
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    "text": "@ersadwork starting the design of a new dashboard today, I wish I had access to AlignUI. Is it possible to get the beta/alpha access? that would still help as later we can adopt it fully when you launch it.",
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    "text": "2023 is the year of `Streaming` ✨\n\nStreaming React UI with Next.js and Vercel\nStreaming in LLM inference responses\nStreaming in Node.js CLI apps\n\nWhat did I miss?",
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    "text": "@Vimeo please fix your unsubscription page   I get the same email daily. I unsubscribe daily. All useless. https://t.co/Ae6aYcq10n",
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    "text": "@joebell_ thank you for all your amazing work! 🦄",
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    "text": "Building \"Your wish is our command (bar)\" with Gen AI ✨",
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    "text": "As I get older I feel more and more the desire to squeeze everything I can out of each second.",
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    "text": "What do you think about Enterprise ChatGPT and hundreds of AI startups?",
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    "text": "@thejustinwelsh love the new site design!",
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    "text": "I aspire to be all of these. 👋😎",
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    "text": "RT @addyosmani: View Transitions bring seamless transition animations to the browser. Chrome is excited to see official support in Astro 3.…",
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    "created_at": "Sat Sep 02 11:48:03 +0000 2023",
    "text": "@supabase User registered, didn't confirm, I deleted it, then clicked the email link and ended up at http://localhost:3000/signin#error=unauthorized_client&error_code=401&error_description=Email+link+is+invalid+or+has+expired\n\nSyntax error in the URL. Starts with # instead of ? — which is why useSearchParams() doesn't work on this in Next.js — can we fix the URL?",
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    "text": "A 3B llama from meta would be super helpful! ✨",
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    "text": "Devs, I have a weird issue with AI-generated code.\n\nWhenever I revisit my old codebases, it takes me some time to get used to the code that I wrote myself. It's like I wrote it and forgot all about it.\n\nHowever, with the increasing use of AI in coding, I'm starting to face a more prominent challenge. Hear me out.\n\nEven in my current project, if I write complex code with the help of generative AI, I can understand and appreciate it better at the time of writing.\n\nBut when I return to it after a week, the entire code feels unfamiliar to me to a degree where I'm like wtf and wt very f is all this.\n\nIt's not my usual coding style; it's sometimes more advanced and intricate, and I need to spend quite some time getting back into it.\n\nI wonder if anyone else is experiencing the same issue.",
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    "text": "RT @MrAhmadAwais: Devs, I have a weird issue with AI-generated code.\n\nWhenever I revisit my old codebases, it takes me some time to get use…",
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    "text": "Software industry is changing unlike anything I have seen in the last decade. \n\nThe feeling is that of early 2000s.  \n\nAudio/Video cassette industry vanished due to the digital transformation within five or so years. \n\nWhat if the current state of software has a similar fate in the next five years due to generative AI/ML? \n\nSoftware ate the world but was mostly only used as a system of records. \n\nWith generative AI, software is becoming a system of prediction and a system of execution. \n\nDevelopers are adapting the fastest 've ever experienced.",
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    "text": "RT @VSCodePRO: 🔥 VSCode Power User Course! \n\nBest-selling course of @MrAhmadAwais. Over a year 1,000+ hrs of effort for #100DaysOfCode #Cod…",
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    "text": "How much did Elon Musk charge Tim Cook?\n\nThe #AppleEvent is integrated in 𝕏 press the like button to check the animation. \n\nWhat did 𝕏 charge for this?",
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    "text": "RT @MrAhmadAwais: How much did Elon Musk charge Tim Cook?\n\nThe #AppleEvent is integrated in 𝕏 press the like button to check the animation.…",
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    "author": "MrAhmadAwais",
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    "created_at": "Thu Sep 14 16:32:29 +0000 2023",
    "text": "Generative UI with AI is the new black: https://t.co/PzWZsyVGI0 🔥\n\nv0 generates production-grade UI for natural language commands. This is so cool!\n\nComponents are copy-and-paste-friendly React code based on Shadcn UI and Tailwind CSS.\n\nWhen Shadcn joined Vercel, I immediately predicted that this was precisely the kind of project they would come up with. I'm so happy to be right this time. \n\nWhat a time to be alive. \n\nExciting new era for frontend developers!\n\nLet's go!!!",
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    "text": "Mad props to y'all 👏\nJared Palmer (@jaredpalmer)\nShu Ding (@shuding)\nMax Leiter (@maxleiter)\nShadcn (@shadcn)\nMariana Castilho (@mrncst)\nAlasdair Monk (@almonk)\nMalte Ubl (@cramforce)\nGuillermo Rauch (@rauchg)",
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    "text": "RT @_jessicasachs: 🌸 Stereotypes are dumb 🌸\nI worked with a dev at a prev. company. He had a CS degree, 1 yoe, and was a Python dev. High p…",
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    "text": "RT @nutlope: Announcing AI Angels – an open source list of active angel investors in AI startups.\n\nCheck it out today → https://t.co/YxwdXm…",
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    "text": "@CamScanner unable to login on the web no matter what i do for several days. Help? https://t.co/NMMkK36SvH",
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    "text": "I have it on good authority that there is no AI in https://t.co/PzWZsyVGI0 — it's all @shadcn responding directly to the UI prompts, building things with his UI for everyone. \n\nNow, some folks out there have been bold enough to claim that @shadcn might just be the OG AGI (that's Artificial General Intelligence, for the uninitiated). Why? \n\nWell, it's simple: nobody has ever laid eyes on this guy. I mean, seriously, has anyone ever seen his face? 😅",
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    "text": "@kiwicopple thank you for making SQL and Postgres easy for me. 👋👋👋",
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    "text": "Photoshop is now on the web. What a milestone this is for the web platform! \n\nI remember back in the day, like 12 years ago, I gave a talk and predicted that one day, the web would be so good that we’d have Photoshop on the web. \n\nSurreal to be livin this moment. Been following this closely. 🔥",
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    "text": "v0 is freakin' awesome! 🚀\n\nPicture this: I'm v0ing away, casually prompt-building slick drag-and-drop upload area, and then, just like that, I ask for dark mode, and boom! My wish is granted in mere seconds!\n\nWeb is so back, and it's back in style! 😎 https://t.co/HxREc7cOpw",
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    "text": "@jonmeyers_io thanks for your awesome content! 👌🍀",
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    "text": "@Benghamine @swyx excellent @aiDotEngineer event. Mad props for all the work. 🔥",
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    "text": "The moment you realize the division symbol (÷)\nis just a blank fraction with the dots replacing the\nnumbers.",
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    "text": "@HarperSCarroll 👋👋👋NTMY! Interesting finetuning post the other day.",
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    "text": "GPT-4 has been real fast lately. Is it GPT-4-turbo — since the Arrakis model failed. So probably well see a GPT-4-turbo launch soon this year.",
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    "text": "Yay! I'm speaking at Next. js Conf! ✨\n\nSee y'all in SF next week! \n\nThis time, it's all about streaming UX of AI & UI. Let's go!\n\n❯❯ Streaming UI and Scaling Full-Stack AI with Next.js\n\n\"Did we really just do what we really just did?\" was the feeling when I built a modern full-stack generative AI operating system on top of the new Next.js App Router.\n\nIt's not your run-of-the-mill AI wrapper; it's a UI/AI streaming masterpiece. The layouts magically switch components from server to client as needed. \n\nThe UI streams seamlessly with AI inference, parameters, and prompts so lifelike you'd swear you're chatting with a real person. \n\nSimple, right? Not exactly rocket science, not groundbreaking, but oh-so-powerful. All of this was either impossible or extremely hard to pull off in the \"Pages directory\" just one year ago. \n\nIt scales so well I couldn't believe it myself. It's an undeniably brilliant full-stack AI developer experience. \n\nIn this talk, I'll explain how Next.js App Router is genuinely a winning bet and how it will change how we build UIs, especially for Gen-AI LLM-based apps. \n\nI'll also talk about how I created the AI operating system on top of the Next.js App Directory. By the end of this talk, you'll walk away prepared to build your own generative AI LLM web apps that will use server and client components to craft complex yet powerfully simple interactions. \n\nYou'll feel confident in improving your web apps' Developer Experience (DX) and User Experience (UX). You'll be decisive in crafting apps with lightning-fast iteration velocity and default high performance. Let's go!\n\nhttps://t.co/wtu8HitWZW",
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    "text": "Here the link \n↳ https://t.co/bmwAwfJcAN\n\nSee ya'll.",
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    "text": "gm https://t.co/VHrZjqRLTR",
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    "text": "@ykdojo happened birthday YK. \n\nThanks for all that you do for the tech community. The more I get to know you the more respect I have for you craft and person. Hidden gem of tech! Here’s to another year of growth, success, and health! \n\n🎂",
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    "text": "Predicted GPT-4 Turbo ~3 weeks before OpenAI Dev Day! 😅",
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    "text": "It’s hard to overstate how good the energy was at @auchenberg and @grinich meetup. Lots of founders, investors, and operators!! \n\nIf you’re in NYC you’d not wanna miss this one. Major FOMO alert! ‼️",
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    "text": "Silicon Valley Developers Walk of Fame ✨ #GitHubUniverse https://t.co/ZnjHjpX0K0",
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    "text": "Good morning. Unbelievable views today! https://t.co/RsDiBH2oxw",
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    "text": "AI is poised to become an indispensable component for every company. \n\nIn the same way that the advent of content management systems led to the ubiquity of blogs on company websites, a similar trend is emerging with conversational AI interfaces. \n\nMy prediction is that soon, offering a conversational Q&A interface will become standard practice, an expected feature in any Software as a Service (SaaS) offering. \n\nThis shift represents a natural progression in how we interact with technology:\n\n1️⃣ First there was CLI interface \n— We started with the Command-Line Interface (CLI).\n\n2️⃣ Then we got GUI interface \n— Progressed to the Graphical User Interface (GUI).\n\n3️⃣ Now we’ll get AI interface \n— And now, we are on the brink of widely adopting AI interfaces.\n\nIt's an exciting time to witness and be part of this evolution in technology – let's embrace it. Let’s go!!",
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    "text": "BIGGEST JavaScript secret is out: [object Object]",
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    "text": "@annieanqi 👋👋👋 NTMY! Dm gotta talk.",
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    "text": "Are we back yet?",
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    "text": "Such a nice day today. Alhumdulilah! https://t.co/rGr09O2j5E",
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    "text": "BREAKING 🚨\n\nMicrosoft just hired Sam Altman and Greg Brockman to lead a new advanced AI research team. 😮",
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    "text": "Does this mean Sam is essentially the boss of OpenAI, with all the compute + Azure and share Microsoft has?\n\nOr is this an interim play as they build their own Company?",
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    "text": "My prediction from two days ago just came true. Like many were expecting. \n\nSam Altman is back at OpenAI as CEO, Greg Brockman, and the rest of the team is reinstated. Guess what they have new board members?!\n\nFor good or worse, OpenAI will never be the same again. And let’s all get back to building. 🚀",
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    "text": "@arslanaarslan_ 👋👋👋 NTMY!",
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    "text": "@immad 👋 Hey Immad!\n\nI'm a new customer of Mercury, and I'm absolutely amazed by some of its features. One feature that has really stood out to me is the ability to request recipients' bank details and tax forms. It's incredibly helpful and intuitive! What an awesome piece of software!",
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    "text": "Yet another fantastic book from @addyosmani, and generously sharing it free with everyone. Your influence on the web platform is remarkable. Appreciate the great work!",
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    "text": "that design is an absolute delight + 🔊 on!",
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    "text": "Speaking at AI Tour by Microsoft in SF was dope! So much energy here. 🔥 https://t.co/b8aGmJYhUu",
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    "text": "It’s a shame to see IEEE Spectrum promote anti-innovation campaigns like this one. \n\nThis is exactly what I mentioned in the thread linked below, on why I’m building ⌘ Langbase.  \n\nAI incumbents + over regulatory sentiment around Open Source is going to stifle innovation. https://t.co/JXoUCrAlMS",
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    "text": "@Ember_Tech my ember's plate is always is connected to the charger, so when I put it on the plate it's always charging. This feels odd. Should I not put it on the plate all the time, or the plate shouldn't be charging all the time? What's the best practice here.",
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    "text": "Accessing hidden prompts feels like in the '90s; when we discovered “inspect website HTML” in the browser.\n\nIt feels like hacking. \nIt's easy to copy cool stuff. \nIt reminds me of the web's early days. \n\nIt feels good, not bad! 🥳\n\nGetting tired to see mainstream media portraying AI in a negative light coz of this. Let’s normalize it. \n\nJust like y’all, will always be able to inspect a website’s HTML. You’ll also be able to check AI system prompts and instructions. \n\nThis increased transparency will bring about a new level of trust and confidence in AI, making it even more exciting and accessible for everyone.\n\nTell me why it’s a bad idea?",
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    "text": "This is 100x true. Early in my career, I built for consumers. Then, for students. Then, for doctors. Then, for engineers. \n\nIt was when I started building for software developers (my people) that I had the most fun, and that brought a lot of unexpected compounding success in ways I couldn’t have ever imagined. \n\nIt’s probably one of the biggest reasons most of my investors @LangbaseInc said that I have the best founder market for what we are building.",
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    "text": "all that hype for this new look? C'mon Google! https://t.co/DVQjZz5BGM",
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    "text": "@dsiroker 👋👋 please check your DMs when you have a minute. \n\nhttps://t.co/OXJHvtYbHu",
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    "text": "ChatGPT won't stop talking, eh? \n\nWe've been working on this problem internally. Here's a quick demo of how you can have a less-wordy version of ChatGPT with @LangbaseInc \n\nWe're planning to launch next month. Super excited! 🔥 https://t.co/emlHYDuZOI",
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    "text": "@ahmadawais can you please send me a message from the button below, I'd like to chat about something I'm building. Looking forward!\n\nhttps://t.co/OXJHvtYbHu",
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    "text": "This is why @resend by @zenorocha will win every single time. Absolute banger!!",
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    "text": "ValKey an open source alt to Redis is a great name. 🐐\n\nhttps://t.co/KIMuhN968k",
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    "text": "So much to build.",
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    "text": "Excited to announce that ⌘ @LangbaseInc is joining Cloudflare's $2 billion launchpad for startups.\n\nI started using Cloudflare in 2010 and have never looked back. It's helped me scale products to hundreds of millions of monthly visitors without breaking the bank or a sweat.\n\nWe're building on the most scaleable infrastructure, already serving billions of AI LLM tokens—we're just getting started.\n\nThis is a call to action for all developers.\n\n⌘ Langbase is designed with every developer in mind, not just ML or AI engineers—no PhD required.\n\nShip AI features and apps in seconds.\n\nSupporting any LLM, any data (RAG), and your existing product and engineering teams.\n\nLet's go! AH!",
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    "text": "Thought everyone would know we are sending our next 100 invites to @LangbaseInc on 4/15. I mean c’mon can’t compete with that.",
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    "text": "RT @MrAhmadAwais: Thought everyone would know we are sending our next 100 invites to @LangbaseInc on 4/15. I mean c’mon can’t compete with…",
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    "text": "Ditto! 4 yrs ago @gdb changed my life. https://t.co/4cOU0qV9m7",
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    "text": "Consequences of silly AI hype. We need to advocate for more and more software engineers in the future. Human &lt;&gt; AI paradigm is here to stay.",
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    "text": "🦙 Llama3 now available on @LangbaseInc \n\nLlama 70B and 8B models:\n🔹 improved reasoning\n🔹 trained on over 15T tokens\n🔹 7x larger dataset used than Llama 2\n🔹 8192 context length doubled Llama 2\n🔹Llama 3 70B: <1/3 Llama 2's false refusals\n\n~400B is still training 👀\n\nMad props to @AIatMeta @ylecun,  @Ahmad_Al_Dahle, @ThomasScialom, @soumithchintala!\n\nLet's go!",
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    "text": "Our customers are already using it. Join the list ⌘ https://t.co/RLaXFiLLN1",
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    "text": "RT @MrAhmadAwais: 🦙 Llama3 now available on @LangbaseInc \n\nLlama 70B and 8B models:\n🔹 improved reasoning\n🔹 trained on over 15T tokens\n🔹 7x…",
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    "text": "Unpopular opinion here: \nLLM hallucinations make em human like. \n\nNo one really understands how the machine actually learns and the probability of how weights actually work. So, fixing hallucinations is a bigger problem than it seems. \n\nBut hallucinations are the most human thing these LLMs have. We also tend to forget and not remember exact info. Until reminded. Like you would know what you were doing when you were 20, but you wouldn’t remember what you were doing exactly one year ago on this day. \n\nYet, we have so many ways to work with these so-called bad algorithms.",
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    "text": "Dunno abt y'all but when buying an yearly subscription I always kinda think about what my life would be like when it renews. Gives you perspective. \n\nAgain bought Vimeo pro for two years, wondering how much we'd have shipped by 2026. Over 300K lines of code already! Let's go!👊",
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    "text": "@postman I was logged out of Postman VS Code. Logged back in, and now years worth of Postman Collections are just gone. \n\nCan't find them anywhere, not in VS Code, not online. Send HALP!!!",
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    "text": "RT @pmddomingos: Your brain consumes 20 W of power. A single GPU consumes a kilowatt. A data center has tens of thousands of them, and is s…",
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    "text": "500 free users invited to ⌘ @LangbaseInc ! Let's go! 👊 https://t.co/KeRO820XAE",
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    "text": "Developers using AI may replace or accelerate better than those not using AI. But, man, a software developer is here to stay. And humans are a BIG essential part of it.",
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    "text": "AI won't replace a software developer.\nA software developer using AI will. \n\nSoftware development is here to stay. Humans will remain a BIG most essential part of any software toolchain. \n\nThat said, so many developers I talk to think of AI LLMs as some voodoo magic, or FAD, or something that only machine-learning engineers should deal with. That's a bad idea. \n\nAI is for everyone!!\n\nIn fact, AI will mostly benefit web developers who know how to build products using APIs. AI is on an API now, and the web has always been an API. \n\nIf you're a software developer, you can be much more productive now. You can build products with AI without any machine-learning knowledge. \n\nI've been talking to developers, and it hurts to see how slow the adoption is because of the statements of some big-name CEOs who keep shilling weird takes like \"programming will not exist in the future\" or something. \n\nI've taken it upon myself to teach developers how to build with AI. I'm going to do whatever it takes, starting with absolutely free conference talks, workshops, meetups (that I'm already doing), content, and courses (all for free). \n\nAre you a developer who knows how to send an API request or someone who wants to learn? You should be able to use AI. I'm here to help.\n\nReach out. I'm starting an absolutely free course via Langbase to teach all that. \n\nLet me know what you'd like to learn.",
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    "text": "Love the new chair for my mobile. https://t.co/9waP24pWEN",
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    "text": "@_JSCeee glad you liked the talk — would love to have you try @LangbaseInc and build AI Pipes.",
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    "text": "FirstQuadrant is shipping the future of Sales x AI with @LangbaseInc! \n\n✅ Processing hundreds of millions of AI tokens\n✅ Tens of different AI pipes (multiple LLMs)\n✅ Early feedback has helped shaped our APIs\n\nWhen you simplify LLM deployment; ship happens! 🚢",
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    "text": "What's the best way to livestream nowadays? \n\nThinking of starting a weekly live stream on building with AI?\n\nSend help!! 🙌",
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    "text": "📖 Reissue Cloudflare SSL Certificate Manually\n↳ https://t.co/OICe5T8JFl\n\nI wrote a quick blog post today about fixing an SSL issue with Cloudflare. It has some fun shell function goodies for y'all. https://t.co/gRDo6JRuY5",
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    "text": "Thank you for having me on the breaking barriers with l Open Source and AI panel. https://t.co/hAM4uoJgHA",
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    "text": "Thank you, Nivedita Gaur and @ykdojo. It was such an excellent event. People, food, vibe, a-okay!! 👌",
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    "text": "A big problem with Apple Intelligence is that people don’t use almost 90% of those apps.  Neither do I. Blindspot?",
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    "text": "My biggest issue with Next.js is finding files. Everything is a page, layout, action, or route. With a huge mono repo, I generally find it quicker to click click click down the folders vs. ⌘ + P file search on VS Code. \n\nSend help!",
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    "text": "I'm doing a free hands-on coding workshop:\n↳ Build Products with Generative AI 🤖\n\nI'll be at the University of British Columbia, Vancouver, this Saturday. If you'd like to join, ​​space is limited. Please reserve your spot.\n↳ https://t.co/qTwaSe9V8x\n\nWorkshop:\n🔹 ​Basics of AI LLM and Generative AI Models\n🔹​Building your first Pipe (AI LLM Assistant)\n🔹Fundamentals of an API request\n🔹​Understand Prompt Engineering\n🔹​Extend any LLM's context by 10M using Memory\n🔹​Building portfolio as an AI Engineer / Web Developer\n🔹​We will also explore how to 'chat with your documents' through knowledge bases, retrieval augmented generation (RAG), embeddings, and AI assistants & agents.\n\nLet's go! 👊\n- AA",
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    "text": "GPT-4o mini is now available on ⌘ @LangbaseInc. \n\n🔹15 cents per million input tokens\n🔹60 cents per million output tokens\n🔹MMLU of 82%, and it's faster than most\n\nInitial tests: This is probably the most cost-efficient yet powerful small model. I ran a complicated RAG pipeline with it at a 100x less cost. \n\nIt seems to cost 2x gemma, but the quality of the outputs is 🔥\n\nLive playground: Fork this open pipe https://t.co/b7XbbAdFrh",
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    "text": "Embracing AI is not just an advantage—it's becoming a necessity in the modern workforce.\n\nMany don’t realize it. They think it’s a FAD. Like our parents thought of computers as a non serious thing. And here we're today.",
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    "text": "So good. Predicted this last month when building out @LangbaseInc SDK structured outputs. There’s no better way. Every thing else feels hacky and duct taped . We have first class support for this. Let’s go!!",
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    "text": "And for those who missed it, there’s a huge price drop. \n\n“By switching to the new gpt-4o-2024-08-06, developers save 50% on inputs ($2.50/1M input tokens) and 33% on outputs ($10.00/1M output tokens) compared to gpt-4o-2024-05-13.” \n\n30-50% price drop. 👌",
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    "text": "Congrats @ArshadOlympian1🇵🇰 on winning the gold medal by setting a new Olympic record in javelin throw, crossing 90's twice, two highest scores of the event. 92.97m wow!\n\nWhat an incredible story of persistence and continuous effort over several years. https://t.co/Tb4viINHyh",
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    "text": "what's the best to with Nextjs to get the main site URL in RSC without client side?\n\nNEXT_PUBLIC_VERCEL_URL and\nVERCEL_PROJECT_PRODUCTION_URL are returning undefined.",
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    "text": "@cerebras 👋👋 would love to add y’all as a provider on @LangbaseInc. Please reach out. DMs open. \n\nhttps://t.co/TM7vOBILhn",
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    "text": "Everything you need  \n\n❯ Live demo: https://t.co/sfOKSnYTid\n❯ Open pipes (agent): https://t.co/sDGOzmzLmf\n❯ Open source (code): https://t.co/xacjCFPN8e\n❯ Tutorial Guide: https://t.co/LTCnigNWFw \n\nShip your AI agents deployed in minutes. \nGenerous free tier.\n\n Let's go! 👊",
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    "text": "We launched four open-source agents 🧵 below.\n\nDemo week was epic!\n\nWe launched four multi-agent demos celebrating a demo week; these AI agents have deployed pipes.\n\n❯ functions → API\n❯ agents → PIPE\n❯ open source code\n❯ open pipes with live demos\n❯ guides, do it yourself",
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    "text": "RT @mrsaadirfan: We are doing some incredible work at Langbase. \n\nHere is a brief overview of August 2024. 🚀",
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    "text": "RT @MahamDev: Big things on the way 🤩",
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    "text": "one day we'll tell our kids how we manually entered the code into an editor without AI.",
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    "text": "a new customer was surprised that deploying AI agents as a pipe makes it both composable and serverless. \n\n&gt; Serverless is a big need for us. \n\nguess you can stop paying for someone's infra inefficiencies and go serverless pay as you continue deploying agents with us.",
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    "text": "@anthonynsimon phenomenal work!!",
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    "text": "OpenAI o1 models are now available on @LangbaseInc \n\nOpenAI o1—a new series of AI models designed to spend more time THINKING before they respond.\n\nModels\n- o1 coming soon\n- o1-preview\n- o1-mini\n\nDeploy o1 reasoning agents with Langbase. https://t.co/gEkMlE6TUM",
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    "text": "Congrats @sama @michpokrass @ren_hongyu @mariokrenn6240 @catbrownstein @tylercowen\n\n❯ Model Card &amp; Recs\nJust published the model card and our recommendations on how to use o1 models\n↳ https://t.co/lyr9LVn3QX https://t.co/Yv9g4x5RQ0",
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    "text": "Holly sh*t — openai o1 reasoning https://t.co/Tke2He9Ako",
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    "text": "I asked it to write a function and then count and it still got it right. this is 🔥 https://t.co/4eXagEGGO9",
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    "text": "What I don’t like about Cursor is that they picked an open source editor VSCode, and instead of contributing to it, they put a $20 tag on it. \n\nAll the work of open source contributors is just … and they changed the UI for no reason…\n\nThey should instead have created an extension that lived inside VSCode. \n\nMany of my workflows break switching to an inferior editor when composer could have just been an extension. \n\nHence I don’t switch and keep using VSCode. I use Copilot and Cody.",
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    "text": "my daily code productivity tracker is Claude, when it says you're out of tokens — 3 times a day, i know i've had a super productive day.\n\nthat's when i switch to openai o1 and it's been fun i tell ya, o1's chain of thought is super fast, doing that on app layer was slow.",
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    "text": "o1's chain of thought is in fact a chain of plans.\n\ntrue chain of thought is achieved by multiple RAG vector stores stitched together to think with several memory sets and compose connections between different thoughts.\n\nthat's how we built an agentic memory product",
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    "text": "i demo’d 100x composable AI today \n\nthey were 😮\n\nagentic memory (10 RAG stores)\n\nagentic pipes (10 agents as APIs serverless)\n\nagentic tools (10 tools + agents + memory as tools 10 LLMs)\n\n10-100x agentic chain of thought calls. \n\nunbelievable results. \n\nlaunching next week.",
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    "text": "Netlify's CEO is based!! Netlify x Langbase. 🔥\n\nMatt @biilmann live-coded an AI agent with Langbase. Excited to open-source it today with Netlify. \n\n🔹 GPT-4o\n🔹373.24K tokens\n🔹551 runs (API Reqs)\n🔹0.93 seconds avg latency\n\nCheck this guide and build it yourself.  \n\nLet's go!",
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    "text": "this is precisely why Composable AI wins!\n\nmonolithic AI app architecture is an anti-pattern.\n\n❯ dev uses one LLM to do it all 🤖\n❯ it's expensive, brittle, and messy 💸\n❯ experimentation takes ages 👴\n❯ dev discovers Langbase Pipes 💡\n❯ pipes are serverless AI agents 🧩\n❯ one AI agent pipe per task 🎯\n❯ each pipe gives access to all LLMs 🤝\n❯ 1 pipe per o1, GPT-4o, o1, 3.5 Sonnet 🤖\n❯ dev creates tools in each agent pipe 🔧\n❯ add Agentic memory (RAG vector storage) 🗄️\n❯ memory is also serverless 🗄️\n❯ local first, test, log, trace 🏠\n❯ deploys globally, ships in mins not months 🚀\n❯ changes are stored, preview ver available 📝\n❯ dev gets cloud-managed chat threads 💬\n❯ went from one monolith to 10 small agent pipes 🛠️\n❯ serverless, auto-scalable, highly available ☁️\n❯ pick any LLM, feed data between them 🔄\n❯ fork one pipe 🍴\n❯ studio to collaborate with team 👥\n❯ 100K words in your code? Nops, prompts in cloud 🖥️\n❯ write code and content; data lives in the cloud ☁️\n❯ config changes x deploys are instant, take seconds ⏱️\n❯ chatbots and AI features become more intelligent 🧠\n❯ tens of agent pipes talk to each other using tools and agentic memory 🤖\n\ncomposable AI can 10x your shipping speed with the ability to customize any piece of this AI blackhole.\n\nwe built @LangbaseInc to support developers in building, experimenting, and shipping composable AI. Go from a monolithic bottleneck into a flexible, scalable, and efficient pipeline.\n\nalways bet on composition! 💪",
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    "text": "@sgnydn 👋👋👋",
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    "text": "who's going to OpenAI DevDay?\n\nwe'll be there and at several more events next week…\n\nOpenAI DevDay\n\n⌘ Langbase x Netlify Compose (community sponsor)\n\nCloudflare Builder Night\n\nGoogle AI Gathering\n\nSee you there?",
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    "text": "See you at:\n\n❯ @OpenAI DevDay\n❯ @Netlify Compose\n❯ @GoogleAI  Gathering\n❯ @Cloudflare Builder Night\n❯ AI Infra Summit\n❯ AI Founder Fridays\n\noh that looks like a busy schedule!",
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    "text": "16 demos so far this week, every single one got a developer aha moment. i’m so happy to see this, i think we’re on to something developers would really love to use. \n\nlaunching Monday, no waitlist, the first agentic tooling framework for you to build literally anything with AI.",
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    "text": "@davidkircos 👋👋👋 interesting idea and execution. would love to support y’all.  DMs open.",
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    "text": "headed down to a best effort weekend, hopefully we launch something super based on Monday for every developer building AI products. \n\nand it’s open source.",
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    "text": "RT @MrAhmadAwais: headed down to a best effort weekend, hopefully we launch something super based on Monday for every developer building AI…",
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    "created_at": "Mon Sep 30 14:20:43 +0000 2024",
    "text": "Introducing https://t.co/SKCQkJDVz9 – The first Web AI framework\n\n🔹 BaseAI is open-source\n🔹 develop local-first DX\n🔹 agentic ( pipes | tools | memory )\n🔹 battle-tested to a billion tokens/day\n🔹 10 mos of work, done 500m+ API reqs\n🔹 deploys to Langbase serverless AI cloud",
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    "text": "Before we share why we created BaseAI, it'd mean the world to my team and me — if you'd please give us a star.\n\n🌟 Star the open-source GitHub repo: \nhttps://t.co/fnM06w5VEN",
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    "text": "RT @AhmadBilalDev: We just launched BaseAI, an Open Source AI framework with stellar DX from build to deploy. Take a look 👇",
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    "text": "RT @huan2024: Congratulations, bro! The AI framework must be one of the most important part of the future ai developments! I hope BaseAI wi…",
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    "text": "RT @amigoni: Interesting! Very interesting! Will be trying this.",
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    "text": "RT @saqibameen: Super excited to finally share what we have been building for a while now.\n\nIntroducing https://t.co/SSPBfqwJ5n - the missi…",
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    "text": "RT @WKortschak: Amazing progress from the @LangbaseInc team! 🚀",
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    "text": "RT @seancdavis29: @LangbaseInc is lowering the barrier to entry for building out custom AI tools. \n\nI anticipate that frameworks like BaseA…",
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    "text": "When @GitHub likes your open source AI framework https://t.co/gHjfRX5m9V",
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    "text": "RT @MrAsharIrfan: Super excited to launch https://t.co/QreBqOak6F! 🚀\n\nThis open-source framework allows you to build with AI on your local.…",
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    "created_at": "Mon Sep 30 22:54:00 +0000 2024",
    "text": "One single API— 100+ LLMs\n◆ @OpenAI  \n◆ @GoogleAI \n◆ @AnthropicAI  \n◆ @AIatMeta  \n◆ @Cohere \n◆ @MistralAI   \n◆ @ollama \n\nSupported LLM Providers: \n◆ @perplexity_ai \n◆ @togethercompute  \n◆ @GroqInc  \n◆ @FireworksAI_HQ \n\nDeploy on:\n◆ @LangbaseInc Severerless AI Cloud\n◆ @Netlify with @astrobuild \n◆ @Vercel with @Nextjs\n◆ @Cloudflare with @remix_run @honojs \n\nWe're a complete AI developer platform:\n\n◆ Studio (for stakeholders)\n— technical and non-technical folks \n\n◆ Serverless Cloud (managed for developers)\n— deploy your agents/tools/memory \n\n◆ BaseAI framework (for local dev work)\n— open-source local-first, single command deploy\n\nWhat more do you need?",
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    "text": "RT @MrAhmadAwais: When @GitHub likes your open source AI framework https://t.co/gHjfRX5m9V",
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    "text": "RT @alex__bit: langbase cooking... looking forward to seeing what folks build on top of BaseAI",
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    "text": "RT @alexadark: My day planning suddenly changed!I want to dive into this now! and they even have a @remix_run option!",
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    "text": "@charismaticalli 👋 would love to chat, DM's open \n\nhttps://t.co/OXJHvtYJx2",
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    "text": "200 multi-agents, multi-tools, and multi-RAG memory sets are some of the most powerful features of https://t.co/IyBHpDjMMI — the Web AI Framework we open-sourced yesterday. \n\nThe ability to create agents that can talk to other agents as tools and memory stores has unbelievable gains.\n\n🔹Pipee is a serverless AI agent\n🔹 Pipe agents can have more pipes as tools\n🔹 Decent LLMs can easily manage ten tool calls\n🔹 1 Master pipe with ten pipes as tools\n🔹 Each of these ten pipes with ten tools of their own\n🔹 Each of these pipes with 10-20 RAG memory sets\n\nAnd just like that, you have a multi-agent system where each master pipe has the ability to intelligently auto-delegate tasks to one of the pipes as tools. \n\nIn our evals, we also added the ability for agent pipe tool calling to run automagically and self-heal on hallucination. \n\nFor example, gpt-4o-mini hallucinates a lot; a pipe with this model, with a math/calculator tool, does this:\n1. prompt: what's 185cm in ft\n2. it calls the calculator tool, asking \"185cm in inches\"\n3. tool result is sent back as 72 inches\n4. this is where BaseAI can heal this hallucination\n5. we see BaseAI forcing the Pipe to a tool call again\n6. this time, tool call us asking \"72 inches to ft\"\n7. tool result is sent back as \"6.069…ft\"\n8. this is where we respond to the user\n\nAs you saw, 72 inches could have been the wrong answer to the user's question, but BaseAI is not brittle or static with tool calling. It forced the pipe agent to deeply-reason, self-heal, and make another tool call without any user intervention. \n\nWe call this agentic tool calling, where tools are pipes (pipes = prompts, instructions, personalization, engineer), and eaPipeipe has its prompts, which can allow us to auto-heal. \n\nNext up our memory sets which are agentic as well, you can select ten different RAG memory stores, we have contextual and semantic deep reasoning, where you will get back the most relevant 20 topK vs getting 200 from 10 different RAG stores. So somewhat like o1 our memory store can deeply think about the answer too.\n\nI'm excited to see what developers are building with BaseAI already. Make sure to check out the docs and star it on GitHub.",
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    "text": "🌟 Star the open-source GitHub repo:\nhttps://t.co/fnM06w5VEN",
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    "text": "Langbase x BaseAI x OpenAI DevDay. Let’s go!! https://t.co/jzYXYTBR0b",
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    "text": "Meet me today at @Netlify Compose conf where @LangbaseInc is a community sponsor. \n\nLet’s talk about building with https://t.co/UOPwWSJPdE the easiest way to build high quality AI agents that can talk to data with local developer experience. https://t.co/1dxbwgMfF6",
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    "text": "I just realized there’s a video, and towards the end it’s filled with random hallucinations. 😆\n\nPlease refer to this for the real feature set",
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    "text": "RT @MrAhmadAwais: @shanselman Make an account on @LangbaseInc upload the documents and make a pipe agent. Full control of 100+ LLMs and pro…",
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    "text": "oh wow!! for $0.03 i can't believe that i just created an agent that can caption an entire movie with precision and custom preferences for 100+ languages \n\nbuilt it using https://t.co/IyBHpDjeXa via @LangbaseInc (20 mins to code this) — produvitivty gains are huge, and it maintains my preferences like certain words and similar aren't translated.",
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    "text": "I converted the whole 2 hrs 23 mins of the new season 6, the first episode of Kurulus Osman, filmed in Turkish, to English captions. \n\nYou cannot do this with ChatGPT or Claude or Google Studio — I tried, believe me. You can easily do it with us BaseAI agents (both local models for free) and proprietary models like @GoogleAI Gemini Flash (was most inexpensive with best results) or @OpenAI's GPT-4o-mini (which had the best speed but a bit more expensive)\n\nINPUT:\n13,159 words, 105,843 characters\n\nOUTPUT: \n16,755 words, 115,331 characters\n\nEnglish is quite more verbose compared to Turkish.\n\n❯ How does the agent work?\n- The captioning agent is reasonably complex\n- Starts with downloading the video\n- Converts it from video to audio\n- Transcribes using whisper (fails)\n- Fails (then tries to skip these steps)\n- Finds there is a `tr` language captions \n- Downloads the `tr` Turkish captions\n- Now parses the captions to form an SRT file\n- We finally have a Turkish SRT file to work with\n- Sending time slots would be expensive and useless\n- Made a copy mechanism to fix this, use only lang\n- time slots are copied from src to destination file\n- turkish lang sentences are sent to LLM models\n- we get back the translated bit (eval for notes/etc)\n- and then put them all together in the dest file\n- it broke a few times so i had durable execution \n- which retained the state and continued from 864 sentence which was a god-send since it's a Sunday and all i really want to do is watch a TV show not build an agent haha\n\nshould I open-source this?",
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    "text": "What a beautiful set of rainbows 🌈 across my balcony today. Makes work so much fun with a view like this. Alhumdulilah. https://t.co/D5p8ywERNm",
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    "text": "Launch of the Deno 2.0 is a bigger deal than most realize.",
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    "text": "so much more — check Rusty V8 that's now stable thanks to @rough__sea's fantastic work, and @deno_land also works in Jupyter Notebook. 🤯",
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    "text": "RT @benaiah_al: I love what @LangbaseInc is doing. Most of my AI related projects, I’ve had to develop the AI pipeline/engine manually.\n\nKi…",
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    "text": "Grok is now available with BaseAI on Langbase.\n\n🔹Model: grok-beta by @xai\n🔹RAG: AI Memory by @LangbaseInc\n🔹Local dev: Develop locally with https://t.co/UOPwWSJPdE\n🔹Serverless AI agent deployment  \n\nCheck the demo Grok AI Agent with RAG memory below. https://t.co/Dh212K7pzr",
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    "text": "Here's an open-source AI agent pipe\n\n🧩 grok-agent-pipe\n\nThis agent can RAG over Langbase docs and answer your questions using Grok with memory.\n\n🔹Model: Grok beta by @xai \n🔹RAG: AI Memory by @LangbaseInc \n🔹Local: Develop locally with https://t.co/UOPwWSJho6\n\nVideo demo ↓ https://t.co/kVtmpIJKeK",
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    "text": "RT @MrAhmadAwais: Grok is now available with BaseAI on Langbase.\n\n🔹Model: grok-beta by @xai\n🔹RAG: AI Memory by @LangbaseInc\n🔹Local dev: Dev…",
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    "text": "RT @WishMasterUA: Meet new AI Agents:\n\nBaseAI by @LangbaseInc  - platform to build Serverless autonomous AI agents with memory and tools.…",
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    "text": "RT @mrsaadirfan: xAI models are now fully live on Langbase\n\n🔹 stream support\n🔹 tool support\n🔹 local dev support w/ https://t.co/z8oyMj8mno",
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    "text": "This is huge. Socket is essential.  \nExcited to see you win, Feross and team.",
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    "text": "RT @MrAhmadAwais: @elonmusk @xai Grok is now available with BaseAI on @LangbaseInc.\n\nPlug in your API key and deploy in 1-click.\n\n🔹Model: G…",
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    "text": "@evanderkoogh qq does @microlabs/otel-cf-workers not work with Cloudflare worker RPC?\n\ncc @saqibameen @MrAsharIrfan",
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    "text": "See you again in a million years. https://t.co/6Rr3VAsngD",
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    "text": "@raiza_abubakar 👋👋👋 great job on Notebook LM.",
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    "text": "RT @MrAhmadAwais: @aarondfrancis You can put all that for free in several AI memories with @LangbaseInc and pick only the few you need when…",
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    "text": "See y’all at GitHub Universe. \n\nFind me for @LangbaseInc x https://t.co/UOPwWSJPdE stickers fresh of the press. https://t.co/bEdAoERNA5",
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    "text": "More and more developers now code on the weekends. I think AI has a lot to do with it?",
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    "text": "was super fun to demo @LangbaseInc with https://t.co/SKCQkJDVz9 🔥\n\nhad a superb audience and great conversations with founders, two already partnering with us to release their AI Pipe and Memory agents. \n\nhttps://t.co/FSUGuznGo7",
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    "text": "how do you define an AI agent? (reply without searching)",
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    "text": "View of Golden Gate bridge from Fort Mason, San Francisco. https://t.co/rrUnMS5Acj",
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    "text": "One of the toughest challenges in building an AI startup today is that everyone is building everything, instead of what they're good at.\n\nDevelopers often have a frustrating dev experience with one tool, and it makes them view the whole field negatively, leaving them discouraged.",
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    "text": "heck … i got a lot more to say on this\n\nOne of the toughest challenges in building an AI startup today is that everyone seems to be building everything, instead of what they're good at.\n\nDevelopers often get frustrated with a single tool, and that sour experience makes them view the entire field negatively. It's disheartening to see how this leaves many discouraged.\n\nWas talking to a developer the other day who didn't feel he was qualified enough to even give this a shot. What the heck?\n\nOne of my core missions as we build Langbase is to make sure developers feel at home when developer modern, cutting edge AI/ML solutions to their business problems.\n\nIt's easier said than done in a sea of bad auto-generated code and weird mix of JavaScript devs trying to write Python, and Py devs trying to write JavaScript.\n\nIn fact, my deep focus on full-stack and JavaScript developers is a mean to this end, I want JavaScript or let's say web developers to feel like it's okay shipping AI agents with memory in productions without doing a PhD in ML.\n\nIf you're a full-stack developer, web or JavaScript developer, I want you to read this and understand, that in this AI LLM space — you're going to be the biggest benefactor. You'll gain the most from this space.\n\nAI and ML have been around for a while. Sure, self-attention algorithms are the new kids on the block, but it wasn't until APIs for these models were built and products like chatbots (think Claude, ChatGPT) hit the web that things really took off.\n\nGuess, what I'm trynna say is if you're product developer shipping products, you gotta find the frameworks and tools that work best for you instead of switching programming languages, shifting paradigms, forgetting system design, and starting from scratch — or going down the research path (for the wrong reasons).\n\n</Rant>\n\n- AA",
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    "text": "Simple is hard.",
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    "text": "RT @thedavidprice: RIP the short lived “AI for X” startup epoch. \n\nBaseAI + Langbase makes every company an AI company.",
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    "text": "October was phenomenal at @LangbaseInc\n\n• 33 Billion AI Tokens\n• 30M Chat threads\n• 59M Messages\n\nServerless AI Agents:\n• 37K AI Agents Pipes\n• 1.5M Docs in AI memory\n• 10K AI Memory agents (RAG)\n• 570TB processed AI memory\n• +110% increase in ARR\n• +28% new paid users",
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    "text": "We'd love to help you build and ship — Serverless AI pipe agents and AI memory agents with ⌘ Langbase\nhttps://t.co/Fp49sUjVdQ",
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    "text": "tell me why I shouldn't buy Apple Vision Pro, coz I think I'm gonna buy it today. I didn't expect it to be that good.",
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    "text": "@typefully Bluesky @bluesky wen?",
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    "text": "RT @MrAhmadAwais: @arvidkahl You can do this all with @LangbaseInc\n\n⌘ Langbase — Serverless AI Dev Platform (deploy AI agent pipes with mem…",
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    "text": "@js_craft_hq 👋👋 would love to chat. \n\nhttps://t.co/OXJHvtYJx2",
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    "text": "SF at night. 🖤 https://t.co/m3Z0NmCzPm",
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    "text": "RT @MrAhmadAwais: @jeff_weinstein @stripe @vercel @langchain @crewAIInc @LangbaseInc Great. We’d love to build a first party integration…",
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    "text": "One thing I still really enjoy with Google search is sometimes irrelevant links that I find which are super helpful for other issues at hand. Guess that’s their search index moat.",
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    "text": "RT @chrislaupama: Okay finally have a use case for @LangbaseInc ⚡️\n\nLooking forward to this one!",
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    "text": "RT @sohailhusn: @MrAhmadAwais Hey @MrAhmadAwais \n\nI was exploring Langbase and https://t.co/AWnOPeGdxU since a few days. And I am completel…",
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    "text": "RT @WishMasterUA: Check on nextjs for AI Agents. @MrAhmadAwais and team made a phenomenal product!",
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    "text": "there's no moat in simply using an LLM anymore! you have to build your own neural architecture, and ship as fast as you can, otherwise you're toast! ruthless competition in this space!",
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    "text": "ai agents are fundamentally just intelligent code—think of it as code that learns, adapts, and ultimately makes decisions.",
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    "text": "AI agents are fundamentally just intelligent code—think of it as code that learns, adapts, and ultimately makes decisions.\n\nLLMs enable us to build AI agents.\n\nAnd every LLM has a problem.\n\nThe universal LLM constraint is that AI knows nothing about proprietary or real-time data.\n\nThat's why LLMs hallucinate!\n\nAt Langbase, we built Memory Agents — that solve this problem without creating more problems for you (like limits, hosting, deployments, vector stores — our memory agents have it all, one API, serverless, scale to billions of instances without fuss).\n\nDevelopers get a phenomenal developer experience working with our APIs, SDK, or framework—whatever they prefer. There is no vendor lock-in.\n\nWhat developers are building on Langbase:\n\n1. A new father is building a parental AI app — that keeps memory agents for each parent/kid interaction in their app.\n\n2. A $200MM ARR company built internal knowledge base assistants to help product, support, and marketing — stay aligned.\n\n3. An indie maker is building an AI Co-founder on Langbase that uses hundreds of memory agents to continuously track everything a founder needs to know. Yet these agents go to work like co-founders and keep at it, and they don't take equity.\n\n4. A security camera startup has built an assistant that helps its customers ask questions about security incidents. The founder told me that most of the time, people enjoy getting a summary of the entire day/night instead of looking at the raw data. What an absolutely cool use case.\n\nWhat a time to be alive; it's scary, good, and surreal at the same time.\n\nWhat will you build with ⌘ @LangbaseInc — how can we help?",
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    "text": "@MBarvian how am i just discovering — Max, what an awesome design engineer, in awe of your work!!",
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    "text": "Never thought I’ll see this happen. \n\nRust is slowly winning over developers. \n\nAnd it’s every where. \n\nJavaScript tooling is rust. \nWeb infrastructure is rust. \nPython tools like uv are all rust.",
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    "text": "launching something based tomorrow.",
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    "text": "Introducing … State of AI Agents 2024 🤖\n\nAfter handling an incredible 184 billion tokens and 786 million API reqs from 36K developers, we’ve gathered invaluable insights from 4K builders, the next-gen of AI agents.\n\nSuper excited to share the latest trends shaping AI agents https://t.co/2PpNA7dw8g",
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    "text": "First of all, please RT the first tweet; thank you for the signal! 🙌\n\nVisit the interactive survey report on State of Gen AI Agents 2024 at\n↳ https://t.co/N5R3fA0jrW",
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    "text": "RT @_raoufai: Insightful The State of AI Agents by Ahmad. The website looks really good too🌟 \n\nhttps://t.co/XAPKpfANXz",
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    "text": "@ItzSuds 👋👋👋 interesting stuff yall are building.",
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    "text": "RT @joaodorianeto: @MrAhmadAwais Langbase is amazing and the report is awesome 👏👏👏",
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    "text": "Flash is how Google truly beats OpenAI GPT mini.\n\nNever thought Google would progress so well in 2024.\n\nGemini 2.0 Flash is Google's strongest model to date; it's remarkable progress for a small model like Flash.\n\nWe just shipped it @LangbaseInc  — give it a go!",
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    "text": "@bindureddy 👋👋👋 NTMY!\n\nWe’ve dedicated substantial effort to make this a reality, and I’d love for you to take a closer look. Your insights on this domain and the current trends we’re observing would be incredibly valuable.\n\nhttps://t.co/jqSA3mmPfg",
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    "text": "RT @Scobleizer: The pros have their AI Agents read this awesome AI Agents report. :-)",
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    "text": "@martin_casado i generally never do this but i thought you of all people would enjoy the extensive deep dive research my team and i did figuring out the State of AI agents across hundreds of billions of tokens usage.",
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    "text": "Quick start:\n\n🔍 https://t.co/zEQT7hpk6w → @LangbaseInc \n🟢 https://t.co/7hVr4K1vp9 → @supabase \n🧩 https://t.co/atwO3f59fh → @LangbaseInc \n🎆 https://t.co/bPPiThebQi → @tigrisdata\n⏰ https://t.co/CZAIRfoEz4 → @supabase\n📊 https://t.co/hJvxXwlXR2 → @Google \n⚡️https://t.co/Qzc3Erx0V8 → @stackblitz \n💰https://t.co/Ociu1a5vm8 → @stripe\n🖼️https://t.co/mRV2sV174i → @canva\n📄https://t.co/z9geMuJKzW → @google\n💾https://t.co/d4DqPWX36a → @github \n👾 https://t.co/Dre1mP9rkX → @replit\n\nMore?",
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    "text": "Golden Gate Bridge at Fort Point. https://t.co/ivEUC4RGRU",
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    "text": "No need to pay $200 for OpenAI o1\n\nOpenAI o1 as an API is live on Langbase. Let's go! 👊\n\no1 with API brings all the fun tooling\n\n🔹 Tool calling\n🔹 Vision support\n🔹 Structured outputs.\n\nHere is why it is a big deal 👇 https://t.co/7aVsC0TB7H",
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    "text": "@dominguezdaniel really enjoyed your article on InfoQ! \n\nI think you might find our research intriguing—it's packed with a staggering 184 billion tokens and 786 million agent runs. There’s so much data and depth to dive into! \n\nThoughts?\n\nhttps://t.co/jqSA3mmPfg",
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    "text": "well, this escalated quickly …\n\nwhat is your prediction on AI agents usage and trends in 2025?",
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    "text": "Memory agents by @LangbaseInc are oh-so powerful!! 🤯",
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    "text": "@julienluessem 👋👋👋 NTMY! glad you like our State of AI agents research.",
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    "text": "Founder life: building @LangbaseInc pretty sure there was even more time spent in these meetings than what was on the calendar! https://t.co/IYZh5g2jyH",
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    "text": "A gift for every AI Engineer 🎁\n\nGrab $50 in free Langbase credits plus a curated bundle of top-tier AI dev tools—the ultimate AI Engineer Pack.\n\nLaunch serverless AI agents now—scale to millions in a weekend.\n\nAll yours, but act fast — limited supply! https://t.co/ArHuXwHQ7t",
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    "text": "Get yours at https://t.co/PAQntJVsW6\n(first come, first serve)\n\n@LangbaseInc is joining a steller lineup of partners, like @elevenlabs, @notionhq, @tailscale, @firecrawl, @usebraintrust, @MongoDB, @IndexBI, @RequestlyIO,, @fal, @covaldev @upstash, @tinybird, @clerk, @intercom, @jamdotdev, @mintlify, @neondatabase, @posthog, @prolific, @supabase, @DeepReel_AI!",
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    "text": "Langbase is the most powerful serverless developer platform for building AI products.\n\n🧠 Memory Agents\n🧩 AI Agents (Pipes)\n🖥️ AI Studio — Collab with all\n🎨 LangUI — Open Source UI\n😎 BaseAI — Agentic Framework\n\nEverything developers need:\n↳ API, SDK, framework, Studio! https://t.co/HlX0XpTdMQ",
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    "text": "@naymur_dev 👋 good stuff, man! Let's chat. \nSend me a DM https://t.co/OXJHvtYJx2",
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    "text": "@omarwasm 👋👋👋NTMY. Sent a DM.",
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    "text": "AI is creating a whole new wave of jobs. \n\nAbout 1.5 yrs ago, @swyx  wrote \"Rise of the AI Engineer\". \n\nAround that time I was already on my mission @LangbaseInc to build the best stack for AI Engineers— primitives over frameworks. \n\nToday, swyx's predictions are 5x accelerated!\n\nBack then, the ratio was 10x more ML Engineer roles vs. AI Engineer, and he predicted it would flip in five years.\n\nFast-forward 1.5 years, and Indeed is showing: \n\n✅ 25,000+ \"AI Engineer\" openings \n😮 5,000+ \"ML Engineer\" roles. \n\nThings are moving faster than many predicted. \nIt's time to build and ship!",
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    "text": "@M13Company got stuck in the elevator of your building after the meetup. The help call worked after several tries but they couldn’t hear us. Mic is dead. After over half an hour some kind people helped downstairs you might wanna know. Please have it fixed. Was a scary experience.",
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    "text": "Next up Alex @altryne and I’m doing a podcast!! What do y’all think… https://t.co/ISR4Qqd3nU",
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    "text": "I couldn’t agree more. Prompts are an extremely dynamic new paradigm. I’ll share an example that 90% of developers visiting Langbase booth at AIE NY summit didn’t know. \n\nPrompts and their relation to LLMs requires different levels of understanding. \n\nThis understanding is generally built when you go to production in your vertical niche. \n\nIt’s why developers end up removing literally every framework from their code eventually (or at least from the meaningful parts of their agentic architecture). \n\nLike how developers feel when they first learn about closure in JavaScript (causing them to either think “JS sucks” or “wow this is powerfully and dynamic”). \n\nHere’s a simple example: \n\nImagine building an agent that has a prompt where you imply some form of negative negation. Asking an LLM to do one thing and not do another. \n\nLLMs are attention machines with layers of Bayesian optimizations. \n\nMany many times we see that a negative instruction in a prompt leads to this weird wild west behavior from LLMs where they end up negating more things than needed. \n\nLLMs can get confused and become overly sensitive the “do NOT do this” part of your prompt, leading them to not doing other things you wanted done. \n\nThis is where not using a framework shines as you can easily make an orchestration agent which provisions “n” agents at runtime doing one atomic thing at a time and the. A synthesizer (code logic or agent) to aggregate the results. \n\nThis is just one silly example — there’re are so many new design patterns you discover that are not obvious when you try to think of prompts being just language. \n\nAh, I feel like I should share more on this, let me know if you want me to share more. We can do a podcast or something.",
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    "text": "As a follow up we have published most common agent architectures that can help in 80% of the agents you wanna build without having to rely any framework. \n\nhttps://t.co/ywfTfTqZMX\n\nAdding a couple more to this next week.",
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    "text": "RT @MrAhmadAwais: I couldn’t agree more. Prompts are an extremely dynamic new paradigm. I’ll share an example that 90% of developers visiti…",
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    "text": "Claude 3.7 Sonnet is now live on Langbase! Go nuts! https://t.co/FHwxlYSSoG",
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    "text": "This is insanely powerful yet supa simple!!\n\nLLMs do NOT have memory. Langbase Memory agents fix that.\n\nYou can build, deploy, and scale — millions of memory agents with terabytes of data, and I want to make sure y'all know how they work.\n\n🧵 (1/7) https://t.co/aQh4Q7ZMdL",
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    "text": "Memory is the universal constraint of every LLM.\n\nLLMs don't know much about your business or are stuck in the past.\n\n(2/7) https://t.co/Kn07wJTDLf",
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    "text": "@alexalbert__ 👋👋👋 NTMY! please check your DM?",
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    "text": "RT @mrterrycarson: @MrAhmadAwais That's an incredible milestone! Congrats on creating something so widely loved and used by developers ever…",
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    "text": "RT @MrAhmadAwais: Today, I'm celebrating over 2M active developers using my Shades of Purple code theme on VS Code. Woohoo! 🥳🥳🥳 https://t.c…",
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    "text": "RT @LangbaseInc: OpenAI GPT-4.5 is here and it is live on Langbase now!\n\n🔹 Most advanced GPT model yet\n🔹 Deep knowledge\n🔹 Agentic planning…",
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    "text": "Oh shoot — GPT 4.5 FEELS HUMAN!\n\nWe shipped the most expensive GPT 4.5 on Langbase today. I've been using it all day. \n\nHonestly, it feels much more human. It's like when you are in a Waymo — it doesn't feel robotic. That's what it feels like. \n\n🔹Deep knowledge\n🔹 Most advanced GPT model yet\n🔹Expensive at $75 input / $150 output",
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    "text": "Here's a demo agent built with GPT 4.5 \nhttps://t.co/C3kCRm5VpU",
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    "text": "… oooOOOooo launching soon … https://t.co/s2FHVCStw5",
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    "text": "Got an exciting update to share about @LangbaseInc soon!!",
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    "text": "Milestone: @LangbaseInc is now profitable (6 mos after launch) 🔥\n\n• Cracked team of 8 engineers\n• 607 TB of AI Memory Agents\n• Shipping 60-80 hrs every week\n• Tens of thousands of developers\n• Scaling 108K AI Agents deployed\n• Customers from Fortune/enterprises\n• 21% MoM user growth 32B token/mo\n• Hundreds of millions of AI Agent runs\n• Well-funded startups built on top of us\n• Backed by incredible investors, CFO of Apple, and founders of GitHub, Supabase, Snyk, Replit, Resend, Firestreak, a16z scouts, PWV …\n\nAnd I can't wait to launch a major product we've been building for a few months. Watch this space. \n\nLet's go, AH! 👊",
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    "text": "@solomonstre 👋👋👋 fan of your work with Docker.",
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    "text": "I don’t like the MCP protocols stuff. \n\nI think the hype around MCP is a bit misdirected. I’m genuinely curious to why we are adding another layer of abstraction and protocols on top of RPC fns and OpenAPI? \n\nLove the idea of standardization but it feels unnecessary and weird.",
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    "text": "Many people are discovering tool calls by the way of MCPs and think MCP invented that. 🤦‍♂️",
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    "text": "Happiness is free and open source. 🖤",
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    "text": "RT @TejasKumar_: The @DataStaxDevs Berlin AI meetup attendees choose the talks. So far, @mrsaadirfan from @LangbaseInc is winning. The fina…",
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    "text": "How do you build agentic RAG with TypeScript?\n\nThat's exactly what Saad is teaching in this free online, open to all workshop.\n\n📆 Date: March 20, 2025\n⏰ Time: 8:30 AM PST\n🔗 Link below",
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    "text": "Read more and here's the code + explanation. \nhttps://t.co/TowTGsLbKw\n\nLangbase memory agents represent the next frontier in semantic retrieval-augmented generation (RAG) as a serverless and infinitely scalable API designed for developers. 30-50x less expensive than the competition, with industry-leading accuracy in advanced agentic routing, retrieval, and more.\n\nThis code implements a Retrieval-Augmented Generation (RAG) system using Langbase. It creates an AI assistant that can answer questions about company policies by referencing an employee handbook. Here's the breakdown:\n\nMemory Creation:\nEstablishes a dedicated memory storage space named \"employee-handbook-memory\"\nThis serves as the knowledge base for the AI assistant\nDocument Acquisition:\nDownloads an employee handbook from a GitHub repository\nSaves it locally as a text file for processing\nKnowledge Ingestion:\nUploads the handbook to the previously created memory\nThe document is now available for the AI to reference when answering questions\nAI Assistant Setup:\nCreates a specialized pipe named \"employee-handbook-pipe\"\nLinks it to the memory containing the employee handbook\nEnables the AI to retrieve relevant information when answering questions\nQuestion Answering:\nAsks a specific question about remote work policies\nThe AI searches the handbook in memory for relevant information\nReturns an answer based on the actual company policies documented in the handbook\nThis demonstrates a practical application of RAG - enhancing an AI assistant with specific knowledge from documents, allowing it to provide accurate, document-grounded responses rather than generating answers from its general training.",
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    "text": "building without bloated AI frameworks https://t.co/Ialh5heTVj",
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    "text": "proof it’s that simple https://t.co/oPfB6bjMW4",
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    "text": "Advanced RAG Memory Agents filtration example. https://t.co/TJhjZGPIPk",
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    "text": "this can help you ship complex memory ops over tera bytes of data via semantic similarity and meta filteration.",
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    "text": "Hear me out\n\nDoctors without borders\nAgents without frameworks 👀",
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    "text": "In a short time @GoogleDeepMind now has some of the best large models, fast models, reasoning models, and all that with most efficient pricing on the market. @JeffDean and team has outdone most everyone. \n\nNo wonder Google has become the most used provider on Langbase. https://t.co/XAYeIr9kOT",
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    "text": "rag is dead, long live the memory agents — it’s auto rag. \n\nat langbase we created memory agents years ahead of the market. we struggled a lot when naming this product. \n\nan agent that can use your data and think like a human. \n\nit didn’t feel like just an ai agent, it was more. it felt autonomous so we didn’t wanna call it knowledge base, that would deprive it of the real value. \n\nseveral sessions with the founding team and Saqib who led the research of both semantic chunking, pre-fixed zookeeper based front-loaded cache semantics, and several autonomous distillations. \n\none day it hit me that this feels more like human memory, that was a core part of the infra design as well, the self healing, cognitive process sharding, and more. \n\ni said what if we called it memory, like memory agents. almost everyone said people will confuse this with the ram memory. \n\nbut slowly we all came around thinking this is the perfect name and we launched experimental memory agents. \n\nin just two months almost every one was calling it memory, later we also saw openai launch memory in chatgpt. \n\nand rest is history. believe this was a good bet. And it continues to grow and evolve. \n\nnext week we are launching more on this. watch this space. \n\nmemory agents are ai agents that have human like long-term memory.\n\nif you read this far, there’s more for you to check out https://t.co/6BuybfIfy6\n\nlast week we have published 30+ agent examples, give it a go https://t.co/PPoAfVG1m9",
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    "text": "few shot performs worse on many models if you do it in messages other than the system/developer message. like by a lot.",
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    "text": "ssssssupppaa excited about our launch next week 🤫",
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    "text": "Gemini thinks. Claude builds. GPT writes.\n\ngpt-4.1 just made everything y'all did with gpt-4o about 25x cheaper (for similar if not better generation quality)",
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    "text": "guess what we're shipping next week?\n\nwe call it CHAI. ☕️\n\nlimited beta—waitlist open: https://t.co/xMJGiwmtcY\n\nreply for an invite, tell me why. https://t.co/4dlZ8LlzMt",
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    "created_at": "Thu Apr 24 00:34:44 +0000 2025",
    "text": "today I sent 20 invites to https://t.co/xMJGiwmtcY ☕\n\nSome real comments from already paying customers.\n\n\"I only see possibilities\"\n\n\"i'm gonna use this for my entire days for the next\"\n\n\"the UI part is my favorite\"\n\nActively sharing access before launch!! :)",
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    "text": "RT @jkohlbach: @MrAhmadAwais Thanks for the chat and the invite @MrAhmadAwais 🙌 Chai is going to knock people’s sock off!",
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    "text": "MCP or A2A or AI primitives or AI frameworks. \n\nwhat if you never had to worry about any of that?\n\nwhat agents will you build then?",
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    "text": "you should never have to build ai agents",
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    "text": "I don’t get all the hate vibe coding gets either. It’s far better than the alternative which was nocode drag and drop bs. If I had LLMs growing up, I’d have vibe coded so much. I studied 26 different programming languages in college just to learn different patterns and techniques of system design and the fact to why we needed that many programming languages. \n\nWith LLMs and different tools vibe coding, I’d have been 100x more productive, would have built and shipped a lot more. I mean I did ship hundreds of open source packages, I practically live off of tens of different CLI projects — the coders/developers of today will be ahead of us they will be builders. They will be able to build a whole lot more than us. \n\nThat’s something worth celebrating and to me it’s worth the weight in gold.\n\nPrompt it, sip some chai, and build stuff. Read the source code. Ask follow ups. Ask for a mermaid system diagram. It’s never been this easy to do all of it.",
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    "text": "RT @MrAhmadAwais: I don’t get all the hate vibe coding gets either. It’s far better than the alternative which was nocode drag and drop bs.…",
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    "text": "tomorrow is a big day: we're launching Chai. ☕",
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    "text": "↳ https://t.co/xMJGiwmtcY Let's go! 👊",
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    "text": "For the first time, you can vibe-code any AI agent.\n\nMeet https://t.co/iLXHy3iBgJ — Computer Human AI by Langbase ☕\n\n🔹Prompt: \"make an agent that…\"\n🔹Sip: chai builds any AI agent\n🔹Ship: every agent gets a UI 🤯\n\nLike your on-demand AI Engineer.\nWhat will you s(h)ip today?",
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    "text": "Watch me vibe code several AI agents in this video\n\n- An AI agent to chat with pdf\n- Agent that finds a lunch spot near me\n- Bed time story maker agent by DT\n- AI email agent that can summarize, analyze, and generate a response\n\nChai is beta right now, oh it's super powerful. https://t.co/mcuIMU8pBA",
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    "text": "RT @AhmadBilalDev: If you have been sitting on AI agent ideas, and haven’t got to ship them, this is for you. \n\nTalk to Chai, and vibe code…",
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    "text": "RT @arre_ankit: wait is over!",
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    "text": "RT @JavaSquip: I got to use Chai before they launched and... it's awesome. Check it out! \n\nAgents will come in all shapes and sizes. Chai i…",
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    "text": "RT @AnandChowdhary: 🫖",
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    "text": "RT @WKortschak: Amazing launch of https://t.co/r9ceHwbG7i from @LangbaseInc. The on-demand AI engineer you need to build, deploy, and scale…",
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    "text": "RT @MathurAditya7: Chai is 🔥\nBuilt an agent in minutes.\nNo fluff, just vibes.",
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    "text": "RT @ThisDotMedia: @WKortschak @LangbaseInc @MrAhmadAwais Huge congrats to @LangbaseInc and @MrAhmadAwais on the launch! 🙌🤖\n\n#AI engineering…",
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    "text": "RT @positiveblue2: The Iphone moment for agents\n\nThis is how the world will go from a few agents to billions in no time. \n\nBuckle up becaus…",
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    "text": "RT @itspuru: @MrAhmadAwais Oh no, i was hoping to order some Chai from my terminal. But this flavor of Chai tastes flavorful. Congratulatio…",
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    "text": "RT @Saboo_Shubham_: Vibe Code production-ready AI Agents in minutes.\n\nPrompt, Sip and Ship AI Agents with an intuitive UI.\n\nhttps://t.co/Sf…",
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    "text": "RT @ssisodiya: Vibe coding is so three months ago 😅.\n\nNow you can vibe your way to... everything else. With Chai. Give it a try!",
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    "text": "RT @auchenberg: Use agents to build agents... Is this vibe coding²? 👀",
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    "text": "RT @atulkumarzz: Introducing https://t.co/BAK0HJva60 — your AI agent builder by Langbase ☕\n\n🎶 Vibe-code any AI agent you want!!\n\n🔹 Prompt:…",
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    "text": "RT @arre_ankit: already thousands of agents vibe coded and running\nhttps://t.co/LCIs5GZGz1",
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    "text": "RT @MrAhmadAwais: @karpathy When building https://t.co/Z9Riyk3Bq7, I care most about giving agents a face, for the lack of better term we j…",
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    "created_at": "Fri May 02 03:35:18 +0000 2025",
    "text": "RT @MrAhmadAwais: 24 hours into launching https://t.co/mN9ainGBrI \n\nHave you vibe coded your AI agents today?\nWhat will you s(h)ip?\n\n🤖 Agen…",
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    "created_at": "Sat May 03 02:17:37 +0000 2025",
    "text": "launching a couple of amazing AI products next week. 😎",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sat May 03 03:17:56 +0000 2025",
    "text": "@minchoi 👋 check my DM when you have a minute.",
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    "created_at": "Sat May 03 18:48:44 +0000 2025",
    "text": "RT @jsmasterypro: I just checked out https://t.co/tYE6UTssC7 and I'm blown away by how well it works! It develops UI like v0 but then also…",
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    "author": "MrAhmadAwais",
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    "created_at": "Sat May 03 20:29:20 +0000 2025",
    "text": "Try the new vibe coding agent “Chai .new” this weekend. ☕️",
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    "text": "RT @mrsaadirfan: Every agent you build with https://t.co/AZ19Cnlxrz comes with a code flow — so you always know exactly what's going on und…",
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    "text": "Vibe coding is going to replace every no-code low code alternative. For good reason as well. And I would never understand the hate vibe coding gets. \n\nThe AI assisted coding and vibe coding are not far too different. I’m a convert tbh. \n\nIt’s like when tailwind first came out, as someone who always wrote CSS from scratch it took me a while to see how tailwind was not a framework but like an API for css. \n\nI think we are in that phase of vibe coding where a lot of people judge it by the cover. \n\nThere’s a huge amount of grey area between what’s vibe coded and what’s AI assisted coding. Do both. \n\nBoth btw are much better than the drag and drop bs nocode and low code alternatives. \n\nWith the launch of Chai we have seen tens of thousands of new ai agents being vibe coded both by builders and expert developers. \n\nEveryone is seeing a huge productivity gain here. From builders to developers to product managers everyone is building agents like never before. \n\nAnd I’m here for it.",
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    "created_at": "Sun May 04 20:43:49 +0000 2025",
    "text": "@gregisenberg 👋👋👋 sent you DM, check when you have a moment.",
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    "text": "RT @olafusimichael: AI agent vibe coding I am doing with https://t.co/HUZ5a0oU9J\n\n\"Make me an agent that extracts data from my OneDrive, Ou…",
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    "text": "Vibe coding is great, but most builders get it wrong.\n\nThey try to one shot a lot of stuff.\n\nLet's say you wanna get to 10. \n\nYou shouldn't do 5 + 5 = 10\n\nWhen vibe coding you should do \n1+2+3+1+1+2 = 10\n\nTell your coding agent to do one thing well\n\nThen add 1-2 more, and so …",
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    "text": "Should I make an AI Engineering course with CHAI?",
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    "text": "@codewithharry sent you DM, check when you have a minute.",
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    "created_at": "Tue May 06 16:12:53 +0000 2025",
    "text": "RT @LangbaseInc: Introducing Parser — an AI Primitive by Langbase.\n\nParser primitive allows you to extract text content from various docume…",
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    "text": "RT @MrAhmadAwais: Vibe coding is going to replace every no-code low code alternative. For good reason as well. And I would never understand…",
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    "created_at": "Wed May 07 03:30:52 +0000 2025",
    "text": "35,000 agents vibe coded with Chai in 6 days!!",
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    "text": "First 7 days of https://t.co/kqRl1mfhly vibe coding agents 🚀\n\nBuilders/devs vibe coded tens of thousands of AI agents. \nWhat agents will you s(h)ip?\n\n🤖 Agents vibe coded: 43,185 \n⌘ Langbase Deployments: 16,997\n🎟️ LLM Tokens: ~300 million\n🤯 Versions shipped: 7,165 \n🧠 Memory agents: 4,627 \n📟 New developers: 4,321 \n🛸 Total requests: 1.6M \n😎 Cracked team of: 10",
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    "text": "Launch post with several demo videos and a cool launch video (i hope you checked out the end 😅)\nhttps://t.co/BCm9SBWKd7",
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    "text": "Windsurf → https://t.co/Z9Riyk3Bq7 👌 https://t.co/JRlQXN9GNB",
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    "text": "vibe code a site → bolt \nvibe code an app → lovable \nvibe code ai agents → https://t.co/mN9ainGBrI  \n\nyep it's 🆕 \n\nprompt. sip. ship. your ai agents on a sunday! https://t.co/eqzFy9THP7",
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    "text": "this live stream is a crash course on vibe coding ai agents",
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    "text": "here's the recording — excited to see what agents you'll prompt. sip. ship. \n\nhttps://t.co/mMiRZH7Xvu",
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    "text": "all the fake hype around drag and drop ai tools will never impress Sr Developers — they want code that works, and is easy to deploy!\n\nmost tools fail at that. it's also why https://t.co/mN9ainG3Ca vibe codes ai agents and agent apps — but gives you complete code and control.",
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    "text": "This is the most watched talk of AI Engineer SF WF 2025.\n\n🎙️ Why the Best AI Agents Are Built Without Frameworks (Primitives over Frameworks)\n\nWatch the recording on YouTube (link below)\n\nAlso come by our CHAI .new booth, for the best swag, 300 tees gone, limited merch left. https://t.co/XFMtqALOOY",
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    "text": "We've also published lots of examples\n↳ https://t.co/CMWYMzeQqF",
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    "text": "RT @MrAhmadAwais: Langbase powering over 1.2 Billion AI agent runs per month. 🥳\n\n❯ Up from 100 million just three months ago. https://t.co/…",
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    "text": "RT @MrAsharIrfan: Langbase is growing 🚀",
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    "text": "RT @arre_ankit: Crazy growth🚀",
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    "text": "RT @LangbaseInc: Celebrating powering over 1.2 Billion AI agent runs per month. 🥳 https://t.co/XbkQBTToxi",
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    "text": "So much false info in agent memory space nowadays oof!! Companies out there are telling lies like there’s no tomorrow.",
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    "created_at": "Fri Aug 15 06:17:20 +0000 2025",
    "text": "@letskree8 is the service dead? I had set a meeting nobody showed up and then i emailed no body responded?",
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    "text": "@JayDwivedi_ I scheduled a meeting nobody showed one showed up and no one responded to my email either?",
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    "text": "@mubixdesign 👋👋👋",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
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    "text": "Langbase has hit a new milestone: Context engineering at 700TB scale. 🥳\n\nLast week, I got a text from a founder at 11pm: \"Our agents finally feel alive. They remember our customers better than our sales team.\" That's the third message like this in a month.\n\nThese aren't just agents anymore. They're memory agents - AI with actual long-term memory. Hundreds of thousands of them, in production, all serverless, remembering millions of interactions across terabytes of enterprise data.\n\nWhen we started Langbase, the impossible challenge was scaling serverless agentic RAG memory for AI agents. Not many believed it was even the right problem to focus on.\n\n❯❯ Today our infra has processed 700TB of data.\n\nThis is one of those metrics that shows something deeper - agents need memory at scale to be useful. We've quietly built what might be one of the largest context engineering infrastructure in production.\n\nToday, yet another customer went live with thousands of memory agents in production. Agents that actually remember context across millions of interactions and tera bytes of enterprise data. Memory changes everything.\n\nMemory agents are AI agents that have human like long-term memory. You can train AI agents with your data and knowledge base without having to manage vector storage, servers, reasoning engines, fine tunes, or infrastructure. All serverless.\n\nTalk to me if you're looking for full stack memory context engineering in production. New startup? Startup package can help.\n\nLet's go! 👊",
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    "text": "More on this: https://t.co/6BuybfIfy6\n\nMemory agent reference architecture: https://t.co/TowTGsLbKw\n\n15 Memory examples:\nhttps://t.co/PPoAfVG1m9\n\nAnd you can always just ask ⌘ https://t.co/Gdzkzd0lat to build you AI agents with memory and it will both write the code and provision the infra for you.",
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    "text": "RT @MrAhmadAwais: Langbase has hit a new milestone: Context engineering at 700TB scale. 🥳\n\nLast week, I got a text from a founder at 11pm:…",
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    "author": "MrAhmadAwais",
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    "text": "who dis? https://t.co/YD9Z4OkRom",
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    "text": "@luicho9_ 👋👋 would love reduce the build time even further",
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    "text": "i’m willing to die on this hill. \n\nWhy the best AI agents are built without frameworks. YAGNI.  \n\nCursor, v0, Command, lovable, bolt — what do they all have in common? They weren’t built on AI frameworks—they're built using primitives optimized for speed, scale, and flexibility.",
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    "text": "You don’t need bloated frameworks. \n\nHere’s my talk from @aiDotEngineer on the same topic. \n\nhttps://t.co/wLba0sRIk0",
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    "text": "Sonic — xAI is launching a coding model?!",
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    "text": "RT @MrAhmadAwais: Sonic — xAI is launching a coding model?!",
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    "created_at": "Fri Aug 22 00:04:50 +0000 2025",
    "text": "Developers: Instead of joining a big company, waiting for weeks to deploy code into production which breaks the site, you should join a startup and break shit every day. 🧠",
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    "text": "Before @elonmusk acquired Twitter! I was verified and would get a decent amount of engagement on the X platform. Unsure what happened recently. Elon can we fix this please? https://t.co/MvbdUwNEjO",
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    "text": "Starting today, every Friday @LangbaseInc is a demo day — team's been shipping like crazy. \n\nMaking this part of our culture as we grow our team past 10 is going to create a culture of ship. version 0.0.1 beats version never! \n\nI'm pretty excited.",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Fri Aug 22 19:22:02 +0000 2025",
    "text": "2025 vibe coding landscape\n\n🆕 vibe code ai agents https://t.co/ckJKcpOiVp\n&gt; vibe code websites @Replit @lovable\n&gt; vibe deploy ai agents @LangbaseInc\n&gt; vibe code mobile apps @rork\n&gt; vibe code nextjs @v0\n\nwhat did i miss?!",
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    "text": "RT @MrAhmadAwais: @mattpocockuk @aisdk @LangbaseInc I agree. But you still need to build and deploy somewhere. And that's hard. \n\nLangbase…",
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    "text": "RT @MrAhmadAwais: 2025 vibe coding landscape\n\n🆕 vibe code ai agents https://t.co/ckJKcpOiVp\n&gt; vibe code websites @Replit @lovable\n&gt; vib…",
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    "text": "RT @LangbaseInc: DeepSeek-V3.1 is live on Langbase!\n\n🔹 ~71.6% on Aider benchmark — outperforming Claude Opus 4\n🔹 DeepSeek's first hybrid mo…",
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    "text": "@substack we are getting scam and phishing emails from your service. Please ban them and make it harder for scammers. \n\nReply back so I know. https://t.co/rFsN7EDJ7t",
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    "text": "Langbase TypeScript AI SDK hit 1 million downloads 🥳\n\n🧠 700TB of AI Memory processed\n✨ 300K+ AI Agents deployed\n🤖 1.2 billion agent runs/month\n\njust getting started … https://t.co/TxGiBYhisw",
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    "text": "one's i'm truly enjoying are \n\n- one click enable/disable ext (before logging into secure sites like banks) \n\n- Snooze tabs and bring them back (at a schedule or recurring) \n\n- lots of small ones, like json formatter, tampermonkey stuff is completely gone.",
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    "text": "RT @LangbaseInc: Join us this Friday for a hands-on workshop on building autonomous multi-agent AI workflows using Langbase and Python.\n\nDa…",
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    "text": "somehow i can easily pick up when people use AI to write content — does this feature come with a name?",
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    "text": "i just want a better coding agent!",
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    "text": "Claude code has been terrible lately. Almost as if Anthropic is using a quantized model instead to cope up with the price discounts they offer at $200/mo max plan. \n\nI have not been using it for a while. Again and again my own setup using the raw Claude models beats Claude Code.",
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    "text": "Easier said than done but definitely doable. You can build your own framework on top of well built cloud and context primitives. \n\nWithout enforcing a framework someone else has built which has to be learned —  context and memory primitives do all. \n\nWant to use your language of choice. Sure. \nWant SDKs for TypeScript or Python. Sure. \nWant memory, chunking, parsing — durable workflows literally all that. For sure. \n\nWant a coding agent that builds your agent from simple prompts and you still get full access to code not some AST for drag and drop bs. Yes that too. \n\nWe built @LangbaseInc for exactly that reason. \n\nHere’s my talk on primitive vs frameworks and why none of the production ready and highly scaled agents not using any pre built frameworks. \n\nhttps://t.co/iLnPqDKb5G",
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    "text": "Here’s some of the most common examples https://t.co/xc9W37aR8Q",
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    "text": "Vaca time in Whistler this weekend. 🚠⛷️ https://t.co/QiTUkr43Xh",
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    "text": "RT @gui_penedo: &gt; we've hit a data wall\n&gt; pretraining is dead\n\nIs it?\n\nToday we are releasing 📄 FinePDFs: 3T tokens of new text data for pr…",
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    "text": "Thank you friends at Google!! https://t.co/DrLYU9kadC",
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    "text": "This is great. Standard Cap decided to not do everything founders hate. This is pretty much what a great Series A outcome could look like.",
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    "text": "more for the ai developers \n\nhttps://t.co/WnJsY7And9 - new memory for agents\nhttps://t.co/OS7tuzqLwZ - new serverless agent compute\nhttps://t.co/qNqiAtzw3q - prompt to agent builder",
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    "text": "Excited to see model efficiency vs spend unlimited tokens and get best results argument. GPT‑5-Codex uses 93.7% fewer tokens than GPT‑5. https://t.co/Ag29YkoFpq",
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    "text": "Developers prefer AI primitives over frameworks. That's why @LangbaseInc is winning. \n\n> 7 months to beat llamaindex weekly installs\n> 1.2 Million downloads of Langbase TS SDK\n\nBuilding agents is so much more fun when you have complete control. Use Agent Compute and Memory primitives. Simplifying your agentic loop and AI infrastructure. \n\nExcited to cross 200K installs a month. \nLet's goo!!",
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    "text": "Apple how tf am I supposed to tap continue https://t.co/iMq8e2E9Uw",
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    "text": "can't wait for the ai generated reply accounts to go away. more of this!!",
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    "text": "Superb work on Paraspeech, Alex. definite buy! https://t.co/NNSqNVOeXy",
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    "text": "Goes straight on my /uses page\nhttps://t.co/wNXayI53xC https://t.co/1zJ7Q8lxi5",
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    "text": "i don't know what @nikitabier is doing to X and the algorithm, but man lately it's been so much fun. the algo is getting better at ignoring spam. mad kudos!\n\nit's starting to feel a lot more like the great discussion forum of sorts Twitter used to be. \n\ni'm actually looking forward to the updates next week where we see a lot more bots purged — things will be fun again.",
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    "text": "you don’t need a framework for building agents! Been saying this for a year now. \n\nwhy do you think none of these famous agents are built on frameworks? you don’t need that bloated mess. \n\nMatt is awesome, listen to what he’s saying.\n\nCheck my talk on AI Engineer SF on this.",
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    "text": "Here’s a direct link. \n\nhttps://t.co/sglQOAgkVv",
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    "text": "RT @MrAhmadAwais: you don’t need a framework for building agents! Been saying this for a year now. \n\nwhy do you think none of these famous…",
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    "created_at": "Wed Sep 24 20:14:37 +0000 2025",
    "text": "Perplexity has become really dumb lately, not figuring out what I’m asking. Just random answers. I’m on pro plan. \n\nWas asking about the costs of using the new iOS26 feature of Ask reason for call. And man such useless answers. \n\nAnyone else feel that way?",
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    "text": "Context engineering that isn’t dynamic, continuously learning, without taste, isn’t engineering it’s just context.",
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    "text": "@mattyp hey when you get a min, check my DMs.",
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    "text": "i have been building CLIs my entire adult life. In 2020 I created a coding agent as a cli called clai when Greg Brockman gave me access to gpt3. Now everyone is moving to CLIs. My timing has always been terrible haha but I’m all for it.",
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    "text": "just checked it was july 2020 when i started building my coding agent (without tool calls it was a mess, but it used my existing CLIs)\n\nbeen building my own coding agent - never thought my entire team @LangbaseInc will start using it, it's getting serious over here. \n\nwatch this space next month.",
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    "text": "LangChain is only free if your time has no value.",
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    "text": "This is the way.",
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    "text": "Markdown is an ultimate token slayer, 10x less tokens, 100x happier agents/developers. \n\nCSV is also much better for agent to agent comms instead of json — we see 20% token reductions.",
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    "text": "Being too emotional with 4o will cause it to call GPT5 - confirmed.",
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    "text": "> Postgres 18 just shipped with async I/O.\n\nUntil now, every read blocked your database would literally sit there waiting for disk. \n\nNow it doesn't. Perf gains for read-heavy apps are what you'd expect: massive.\n\nIt's on by default. \nThey made everyone's database faster.",
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    "text": "Most people think memory is an afterthought in AI agents. It’s actually the core.\n\nBefore, you glued together a DB, some RAG, and caching. It worked, but only barely.\n\nAnything duct-taped like that eventually breaks under growth.\n\nLangbase Memory is different. It makes persistence feel like part of the language itself.\n\nYou don’t fight the system. You just write, and it remembers.\n\nThat’s the test of good infrastructure: when you stop noticing it.\n\nThe surprising part is how little code it takes.\n\nBuilding an agent that feels alive used to take weeks. Now it’s hours.\n\nThis changes the shape of experimentation. When the cost of trying drops, the space of what’s possible expands.\n\nWe don’t realize yet how much persistent memory will blur the line between software and living systems.\n\nLangbase Memory is just the beginning of that.",
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    "text": "Woke up to a bunch of vibe coding apps calling themselves better than the other when they both just added Supabase. \n\nOh and OpenAI is building TikTok with prompts as Sora 2 iOS app. \n\nfml…",
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    "text": "Iddo is one of best engineers and CEOs I've worked with, excited to see what he builds with Datawizz.",
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    "text": "@justcall_io Stop running misleading ads with our name. This is a direct violation of Google Ads ToS. If this continues, our legal team will proceed with formal action. https://t.co/Uj52ad3mRw",
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    "text": "@mattyp check DMs when you get a min :)",
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    "text": "Unbelievable what we are about to launch next. This is going change how you use AI to write code forever. \n\nI have been building it for five years. And never thought this will be the product. \n\nBut it has continued to pay dividends in productivity and speed. \n\nExcited, share soon",
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    "text": "I don’t know a single person who uses NVIDIA.",
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    "text": "come find me at openai devday!\n\ni totally believe that my team at langbase has unlocked the next frontier of “ai coding”. it’s unbelievable that we didn’t have this before. \n\nall my team is using it now. so hard to go back now, and we’re in private alpha already. \n\nwill share invite codes. secretly hoping we get the stickers delivered today but it’s looking unlikely.",
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    "text": "chatgpt has like 700M weekly active users now? wow!!",
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    "text": "model labs are everything companies, they wanna eat everybody’s cake, like in 10-20 years from now, maybe just 10 companies would have everything at this pace. it’s hard to imagine anything they wouldn’t build. whatever makes money; they wanna be both the OS and the Apps.",
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    "text": "RT @LangbaseInc: While everyone’s waiting for OpenAI “agent builder” 👀 \n\nDevelopers are already shipping production-ready AI agents with:…",
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    "text": "OpenAI DevDay — let’s go!! https://t.co/ip29jvhmBh",
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    "text": "[live] OpenAI DevDay updates and everything new in this thread.",
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    "text": "Apps SDK based on MCP. https://t.co/gs7LV2kGmG",
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    "text": "Fun day! https://t.co/TgmADRxACw",
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    "text": "text based code is &gt;&gt;&gt;&gt;&gt; drag &amp; drop bs.",
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    "text": "openai devday killed many startups but we keep getting \"would like to congratulate your start up for surviving today!!\" messages.\n\nwhat's wild isn't just that code beats drag and drop for agents. it's that people keep having to learn this lesson over and over. \n\nthe fact that openai shipped a drag-and-drop agent builder and it didn't kill us tells you something important about building tools for developers.\n\nwe bet on something that seemed obvious to us but apparently wasn't to everyone: developers prefer code. not because we're elitists who like things to be hard. but because code is actually the better interface for this problem.\n\nthink about what you're doing when you're building an agent. you're defining complex logic, handling edge cases, composing behaviours. \n\nthese are things programming languages were literally invented to handle. drag-and-drop interfaces are good for some things, arranging ui elements, maybe simple workflows. but the moment you need a conditional, or a loop within a loop within a loop (agentic loop), or to handle an error gracefully, you're fighting the tool.\n\nthe interesting thing isn't that text-based code is better than drag-and-drop for building agents. it's that this keeps needing to be rediscovered. \n\nevery few years someone builds a visual programming tool that's going to replace code. they never do. not because they're badly made, but because they're solving the wrong problem. \n\nthe difficulty in programming isn't typing. it's thinking clearly about what you want the computer to do. and it turns out that text - plain, boring text - is still the best interface we've found for that kind of thinking.\n\ntext based code (agent) >>>>> drag & drop simpleton.",
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    "text": "RT @MrAhmadAwais: openai devday killed many startups but we keep getting \"would like to congratulate your start up for surviving today!!\" m…",
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    "text": "openai devday killed many startups but we keep getting \"would like to congratulate your start up for surviving today!!\" messages.  \n\nwhat's wild isn't just that code beats drag and drop for agents. it's that people keep having to learn this lesson over and over.   \n\nthe fact that openai shipped a drag-and-drop agent builder and it didn't kill us tells you something important about building tools for developers.  \n\nwe bet on something that seemed obvious to us but apparently wasn't to everyone: developers prefer code. not because we're elitists who like things to be hard. but because code is actually the better interface for this problem.  \n\nthink about what you're doing when you're building an agent. you're defining complex logic, handling edge cases, composing behaviours.   \n\nthese are things programming languages were literally invented to handle. drag-and-drop interfaces are good for some things, arranging ui elements, maybe simple workflows. but the moment you need a conditional, or a loop within a loop within a loop (agentic loop), or to handle an error gracefully, you're fighting the tool.  \n\nthe interesting thing isn't that text-based code is better than drag-and-drop for building agents. it's that this keeps needing to be rediscovered.   \n\nevery few years someone builds a visual programming tool that's going to replace code. they never do. not because they're badly made, but because they're solving the wrong problem.   \n\nthe difficulty in programming isn't typing. it's thinking clearly about what you want the computer to do. and it turns out that text - plain, boring text - is still the best interface we've found for that kind of thinking.  \n\ntext based code (agent) >>>>> drag & drop simpleton.\n\ncheck my pinned post for more.",
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    "text": "RT @MrAhmadAwais: openai devday killed many startups but we keep getting \"would like to congratulate your start up for surviving today!!\" m…",
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    "text": "React’s come a long way. This is best for the web platform. Remember a decade ago when I made the GitHub issue that eventually led to React being open sourced as an MIT licensed library (after lots of No’s and back and forth) and now this is another step in the right direction.",
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    "text": "phenomenal cloudflare rebrand. oh wow, superb! long time coming, congrats @dok2001 and team.",
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    "text": "chatgpt slide decks with canva are extremely sloppy even with great amount of details. i don't know how people think this tasteless slop is any good!",
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    "text": "we're launching something big next week.\n\na coding agent with taste.\nit learns not just how to code, but why code feels right.\n\nafter 18 months of research, we've cracked the next frontier of AI coding agents.\n\nwe combine reasoning with neural intuition to create an invisible architecture of choices, we call taste.\n\nthis is the first meta neuro-symbolic model of its kind. \n\nteams in private alpha shared with us:\n→ 34% less time in code reviews\n→ 60% faster onboarding\n\nexcited to announce my talk at Cloudflare Connect.\n\n❯ talk: Command code: Developing taste in coding agents beyond agents .md\n\n📅 October 15, 2025\n⏰ 11:40 AM - 12:00 PM (PDT)\n📟 Session Track: Developer & AI — Build Smarter",
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    "text": "Here's my speaker page with the details of the talk:\n\nhttps://t.co/jryGjIaDoB",
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    "text": "See y’all at 11:40 am PT in Joshua 8 at Cloudflare connect conference. \n\nAnnouncing our biggest agent launch till date. A coding agent with taste. ⌘ Code.",
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    "text": "RT @MrAhmadAwais: See y’all at 11:40 am PT in Joshua 8 at Cloudflare connect conference. \n\nAnnouncing our biggest agent launch till date. A…",
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    "text": "RT @nickgraynews: @MrAhmadAwais nice job today introducing https://t.co/yRKpu2eeRF at Cloudflare Connect https://t.co/0bO6a9WzBV",
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    "text": "RT @matthewcp: @MrAhmadAwais Excited to try out https://t.co/ifda1yVNAz ! Would love the code 🙏",
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    "text": "Agents and Apps from @LangbaseInc and Command are 3.5x faster now thanks to Cloudflare!",
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    "text": "Command code’s taste models with meta neuro symbolic search space is the first skill to fix this.  \n\nprivate alpha right now.",
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    "text": "Public speaking is fun. My heart rate went from 72 to 139 during a live code demo (especially when it partially started to fail). https://t.co/9f6DWkAxdn",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Fri Oct 17 17:35:22 +0000 2025",
    "text": "Had a great time at Cloudflare Connect Conf. Announced our soon-to-launch coding agent.\n\nCommand Code — coding agent that develops your taste of writing code. It creates a meta neuro-symbolic reasoning space of your taste with continuous reinforcement learning (RL).\n\n⌘CODE! https://t.co/CpFW6Trxv1",
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    "created_at": "Fri Oct 17 17:35:23 +0000 2025",
    "text": "Thank you @dok2001 @eastdakota @Cloudflare for having me speak at the phenomenal first Global Connect conference. Here's to many more to come!\n\nConnect had a great vibe, excellent sessions, and the best food I've ever had at a conference (the ice cream was 😋). https://t.co/oj8niijeKc",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Fri Oct 17 22:07:26 +0000 2025",
    "text": "RT @MrAhmadAwais: Had a great time at Cloudflare Connect Conf. Announced our soon-to-launch coding agent.\n\nCommand Code — coding agent that…",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sat Oct 18 02:00:37 +0000 2025",
    "text": "big things are happening at Langbase — brand new design, brand new agent launch, opening our new office, and more. we're so back!",
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    "text": "RT @originalrexford: If you want AI platform built for devs to make their life better production ready checkout @LangbaseInc and https://t.…",
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    "text": "just shipped a cli for datemath 🤦‍♂️\n\n❯ npx datemath-cli <command>\n\na beautiful command-line tool for date calculations in natural language. calculate days between dates, add/subtract time periods, and get human-readable date information.\n\ni've been opening sheets to calculate dates for years. how many days until this ships? when did we start? it's 2025 and i'm still context-switching to sheets for arithmetic.\n\nso i built datemath-cli. the friction is real. i'm in the terminal, i need to know \"how many weeks since we launched?\" and i don't want to leave.\n\n`datemath since 2025-01-01` and i know. no windows, no tabs, no \"ah what's the date math here...\"\n\nadded an interactive mode because sometimes i'm not sure what i need. `npx datemath-cli` \n\nwith a nice hint on how to one-shot it next time.\n\nthe verbose flag is my favorite. instead of \"289 days\" i get \"289 days = 41 weeks = 9 months, 19 days\" in one shot. because i know i'll wonder \"how many weeks?\" two seconds later.\n\n$ npx datemath-cli\n\n… it's just date math. \n\n💜 https://t.co/OqmVqPkGow",
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    "author_name": "Ahmad Awais",
    "created_at": "Sat Oct 18 22:25:10 +0000 2025",
    "text": "Lots of fun bits in it, i might have over engineered. https://t.co/tjWUlv4aPs",
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    "text": "@CloudflareDev @dok2001 can y'all just post back only the errors part from the pages/workers build to the github PR so my agent can address that?\n\nRight now build fails\nI manually go to check it \nThen I have to find the error part only\nThen copy paste that to the agent\n\nAll this will be gone if CF just posted back the error context in GH PR?",
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    "author_name": "Ahmad Awais",
    "created_at": "Wed Oct 22 00:00:54 +0000 2025",
    "text": "building a working group of folks with early access to command code — coding agent with taste. \n\ndevs, if you'd like to be in it, dm me. first come, first serve.",
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    "text": "@RichOBray send me a dm. Your dms are off. Would love to chat.",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sun Oct 26 00:29:50 +0000 2025",
    "text": "Some newly minted swag. Find me on GitHub Universe next week to get yours. \n⌘ Code is launching in November. https://t.co/a21wnZsgvI",
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    "text": "RT @MrAhmadAwais: Some newly minted swag. Find me on GitHub Universe next week to get yours. \n⌘ Code is launching in November. https://t.co…",
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    "created_at": "Sun Oct 26 16:31:15 +0000 2025",
    "text": "“use primitives”\n“remove frameworks”",
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    "text": "RT @LangbaseInc: Agent of agents: Build any AI agent in 2 minutes\n\n(step-by-step thread 🧵) https://t.co/yKmXo6yyLv",
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    "text": "I'm deeply honored to be on the Silicon Valley’s Developers Walk of Fame recognized by @GitHub alongside some of the most notable developers for my open-source contributions.\n\nThank you to everyone for supporting my journey! https://t.co/HRMN4CKMon",
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    "text": "Let's go! 👊 https://t.co/KDzz4RzNHn",
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    "text": "Nuf said. https://t.co/y6pDdO8LaA",
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    "created_at": "Fri Oct 31 19:32:21 +0000 2025",
    "text": "fuccccccccc — i've been using an api key instead of my subscription to use Claude by accident. that giant bill burning a hole in my life now. 🙈",
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    "text": "@BolatwtX send me a dm",
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    "text": "@UPS_Canada @UPS  first lost my package, causing my event and business major harm, and $500+ worth of loss. Then sent me a mail just today asking for some payment for charges on the lost package they never even delivered. And their support takes over 2hrs to pick up the call and then hangs up after 30 mins of discussion and rerouting. WTH is going on.",
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    "text": "ⒸⓄⓂⓂⒶⓃⒹ",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Mon Nov 24 19:54:14 +0000 2025",
    "text": "Opus 4.5 is fucking awesome!!",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
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    "text": "@scottcorgan 👋 please check my DMs.",
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    "author_name": "Ahmad Awais",
    "created_at": "Tue Nov 25 03:34:47 +0000 2025",
    "text": "@mitchellh ghosty is pretty awesome, thinking of moving to it from iTerm2. \n\nLoved that it came packed with my Shades of Purple theme. \n\nOne thing, if i have same name folder and symlink or cli\n\nsay\n\ndate-cli # this is tab completed\n\nBut then if I add / at the end to open this folder\n\nghostty adds an extra space making it\n\ndate-cli /\n\ninstead of \n\ndate-cli/\n\nWould be great if we could fix this. happy to do an issue.",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Tue Nov 25 14:00:24 +0000 2025",
    "text": "Introducing: `txtli`\n\n$ npx txtli\n\nOR\n\n$ npx txtli -i\n\n&gt; A fast CLI that turns any folder into a single text file — perfect for sharing codebases with AI.\n\n⎈ Interactive mode (npx txtli -i)\n⎈ Auto clipboard  copy\n⎈ Respects .gitignore\n⎈ Token efficient\n⎈ Modern TUI https://t.co/cFma7y8yvH",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
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    "text": "Star it here:\nhttps://t.co/3obhhSacyp\n\nI use this a lot to change a bunch of files or for context collection in a super quick deterministic manner.",
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    "text": "RT @_AhmadAwais: Introducing: `txtli`\n\n$ npx txtli\n\nOR\n\n$ npx txtli -i\n\n&gt; A fast CLI that turns any folder into a single text file — perfec…",
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    "created_at": "Thu Nov 27 05:08:55 +0000 2025",
    "text": "@ryanlisse 👋see you've been building with cmd — how's the exp been so far.",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Thu Nov 27 21:24:57 +0000 2025",
    "text": "Discord server settings are one of the most unintuitive and worst UX ever. I always have to do a bajilion things to do simple stuff. \n\nWant to make some a mod? Well click on their profile, no way, search from members area, no way, where the fuck is the option. \n\nHow is it so bad?",
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    "created_at": "Fri Nov 28 08:28:59 +0000 2025",
    "text": "mcps have mostly failed. \n\nMCP rush: companies check AI boxes, startups \"deploy\" it. \n\nEnd users? literally how many mcps you used today?",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Fri Nov 28 17:10:00 +0000 2025",
    "text": "oh shoot, i just tried asking my coding agent to clean that salad bowl for me — when it was in hands with a spoon. \n\ni'm ruined. my brain didn't wanna do the grunt work of just a few seeds left, the kind of thing i ask Command to do when coding.\n\nwhat the heck haha!",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Fri Nov 28 22:43:36 +0000 2025",
    "text": "MCPs are mostly useless. \n\nI’ll die on this hill if I have to. \n\nEvery MCP could have been a deterministic CLI. That’s what I’m gonna do next year.",
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    "text": "Developers are tools.",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sat Nov 29 02:29:00 +0000 2025",
    "text": "Really proud of how ahmazing animations we've built. https://t.co/oOdmYeKxIh",
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    "text": "RT @_AhmadAwais: Really proud of how ahmazing animations we've built. https://t.co/oOdmYeKxIh",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sat Nov 29 21:30:50 +0000 2025",
    "text": "Y’all have no idea how good this is. DM for access invite.",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sat Nov 29 21:38:31 +0000 2025",
    "text": "Agents are not trained. LLMs are trained. Stop inventing weird philosophical theories that don’t exist. \n\nLLMs have seen most every type of CLIs in their training data. They are super good at using them. Sometimes even beating tool calling. Code mode wins. \n\nMCPs are a far cry from being a standard. They’re a spec, most of the times that spec does more harm than good. Over complicating and unnecessary. \n\nMCPs are also new. LLMs have not seen them in the last 40 yrs of training data unlike CLIs.",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sat Nov 29 21:39:24 +0000 2025",
    "text": "RT @chrismaconi: Solid take for those of us building with AI agents.\n\nI used to be all in on the MCP thing, now it’s all about the CLIs.",
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    "text": "Wrong. Every CLI can do that\n\n$ cli —help\n\nAnd then LLMs are smart enough to know what to call and when. They have seen 40+ years of training data of CLIs are used.",
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    "created_at": "Sat Nov 29 21:43:18 +0000 2025",
    "text": "RT @kaka_ruto: Came to this realization too! Tore down my whole complex mcp architecture therefore and rebuilt it into simple but malleable…",
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    "text": "@commandcode please send me a DM? Want to chat.",
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    "author": "MrAhmadAwais",
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    "text": "RT @_AhmadAwais: MCPs are mostly useless. \n\nI’ll die on this hill if I have to. \n\nEvery MCP could have been a deterministic CLI. That’s wha…",
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    "created_at": "Sun Nov 30 22:43:23 +0000 2025",
    "text": "CLIs are making a huge comeback and I’m all for it. \n\nI’ve been a fan of terminal apps or CLIs for over two decades now. Terminal made me scared in late 90’s when I started messing around with it. \n\nBy 2010 terminal had become my friend. I had started building so many automation apps that work felt like fun. \n\nBy 2020 I had launched a 100 video five hours course with 21 CLI projects to help developers adopt this beast of a thing. \n\nInfact the first ever app I made with GPT back in 2020 whne I got access for a coding agent as a cli called “clai” iykyk. \n\nSuper excited about 2026 being the year of CLIs, where terminal apps will make a huge comeback.",
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    "text": "RT @designkojo: Some interesting points made here. Mostly in agreement to the main point, MCPs are mostly useless.\n\nI am a novice when it c…",
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    "text": "LMTYS - let me tell you something. \nNo more LGTM.",
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    "text": "@scottcorgan 👋👋👋 NTMY! can you please check the DM, been waiting a couple days. Would love to chat.",
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    "text": "Thank you BenQ for sending me ScreenBar Pro and Halo 2 both of them are amazing. \n\nI like how Pro white matches my Samsung 49” G9 OLED’s color. \n\nSuper helpful for late night coding sessions. If yall are buying gifts this is a good one for ya nerds! https://t.co/7tdoze8Kw5",
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    "text": "RT @Sam_Awrabi: Huge congrats to @_AhmadAwais  and @CommandCode_ai on closing their Seed, led by GitHub founder @mojombo (Tom Preston-Werne…",
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    "text": "@scottcorgan 👋 could we chat? Sent a DM.",
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    "text": "things i believe\n\npurple &gt; all other colors\n\nyour brain literally invents purple when you see it\n\ngreat tools should spark joy (shades of purple)\n\npurple is genius, fight me",
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    "text": "Command Code with your coding taste.\n\nWatch the rest of the talk at AI Eng NYC talks list here https://t.co/T1hrriajoD https://t.co/UCGFDhehWD",
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    "text": "Agent skills are tutorials for LLMs.",
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    "text": "P@SHA invited me to deliver a solo keynote to 40 founders & CTOs on product learnings from building & scaling Langbase x https://t.co/NOvJ70O8QA. AI products that now handle billions of agent runs and ~750TB of vector memory every month.\n\nThe session was hosted by Usman Akbar (CEO, PureLogics; Chair, P@SHA Startups and Entrepreneurship Committee) and sponsored by BearPlex. Thank you both for making it happen.\n\nLoved meeting builders from startups and scaleups. Many came from companies with 70 → 450 team members. \n\nThe questions were practical and a little impatient, in a good way, kind you get from builders who are actually shipping.\n\nIf that keeps up, Pakistan tech industry is going to produce more surprisingly strong products than most people expect. \n\nWe’re already seeing it: Imagine Art scaling to $30M ARR by Ahmed Abubakar, and founders like Sualeh Asif (Cursor, $29B), and Ovais Tariq (Tigris Data).\n\nThank you Pakistan IT Industry Association (P@SHA) and the tech leaders who stayed for a four-hour deep dive plus panel Q&A. \n\nWe talked about collaboration, radical transparency, building in public, and the unglamorous part: building real AI products fast enough to keep adapting.",
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    "text": "@scottcorgan not sure if you are getting my messages since X new DM chat thing is extremely buggy. Please check.",
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    "text": "Coding agents learn nothing. We will fix this in 2026.",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sun Jan 11 10:01:02 +0000 2026",
    "text": "Creator of Linux &amp; git is vibe coding now. https://t.co/tCV6kLMNOs",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sun Jan 11 13:43:48 +0000 2026",
    "text": "@scottcorgan please check my DM. Thank you.",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Mon Jan 12 08:57:48 +0000 2026",
    "text": "Ralph mode feels like a lot of developers just discovering how cli based coding agents actually work.",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Tue Jan 13 18:35:52 +0000 2026",
    "text": "i must have told Claude to use pnpm 100+ times today, this is messed up man.",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Wed Jan 14 14:31:43 +0000 2026",
    "text": "Software engineering is changing faster than any of us can really predict. I think the entire education degree will become just one year of basics across 10-20 programming languages. \n\nAnd of course lots of LLM usage. That's what the future of CS education feels like. Here's what made me think about this:\n\nI wasted the last three days coding with Haiku thinking it was Opus. Now getting back to Opus, and can't shake the feeling of how back in the day I used to force myself to use 3G connection on my own sites to feel the pain of slow websites.\n\nBut this is a fantastic eval for testing how good or back both Haiku and Opus models are. Time will tell, but I can already feel like I'm talking to a Senior Engineer when using Opus (which is what I was using last week, or I hope, _goes to check logs_).\n\nWe have yet to experience what this new paradigm is gonna bring, I see my feed filled with amazing projects left and right.",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Wed Jan 14 19:09:24 +0000 2026",
    "text": "@scottcorgan could really use your help in the DMs. https://t.co/wTMkngVJm2",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Thu Jan 15 10:28:26 +0000 2026",
    "text": "how can i read that fast :P",
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  {
    "id": "2012133756094890027",
    "url": "https://x.com/MrAhmadAwais/status/2012133756094890027",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Fri Jan 16 12:04:05 +0000 2026",
    "text": "Should software engineering degrees be a max of one year now?",
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    "url": "https://x.com/MrAhmadAwais/status/2012151638572876101",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Fri Jan 16 13:15:09 +0000 2026",
    "text": "I think with LLMs so good now, one is more than enough. \n\nhttps://t.co/txa5j9pqjx",
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    "url": "https://x.com/MrAhmadAwais/status/2012808873753887096",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sun Jan 18 08:46:46 +0000 2026",
    "text": "CLIs are cheaper and more accurate to use for models than plain APIs or silly MCPs. \n\nMany teams are already validating this. We have had similar if not better results throughout the last year internally.",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sun Jan 18 15:50:30 +0000 2026",
    "text": "Never add file tree structure to your agents md files. It’s a bad idea.\n\nThis is generally a core service of every coding agent that they can discover things on their own. \n\nFile structure is the first thing that will go stale. You don’t want that. \n\nSo many different strategies exist on how to discover relevant file trace and path. Trying to put a static one will just impact your agents ability to do just about anything. \n\nAt the very least it will misguide your agents and waste tokens.",
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    "url": "https://x.com/MrAhmadAwais/status/2012954381281378574",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sun Jan 18 18:24:58 +0000 2026",
    "text": "While building @CommandCodeAI we ran several benchmarks and found agent accuracy, speed, and most importantly costs were badly impacted by stale file structure in agents md files. \n\nIt’s much better if developers let the coding agents figure things out in their own. Unless there is a specific issue you’re facing again and again. \n\nOtherwise adding file structure roughly translates into teaching LLMs how to write code when they already know how to do it. \n\nYou don’t change how your agentic loop works so you shouldn’t change how discovery works. \n\nWhenever I see file structure explained in agents md files I interpret as LLMs hallucinations combined with developer misunderstanding of how agents work.",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sun Jan 18 18:40:18 +0000 2026",
    "text": "RT @MrAhmadAwais: Never add file tree structure to your agents md files. It’s a bad idea.\n\nThis is generally a core service of every coding…",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Mon Jan 19 13:26:24 +0000 2026",
    "text": "https://t.co/NEPeMTie1M",
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    "url": "https://x.com/MrAhmadAwais/status/2013243169647812619",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Mon Jan 19 13:32:30 +0000 2026",
    "text": "RT @MrAhmadAwais: https://t.co/NEPeMTie1M",
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    "url": "https://x.com/MrAhmadAwais/status/2013243372505362780",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Mon Jan 19 13:33:18 +0000 2026",
    "text": "Coding agents are getting scary good at things that are not even related to code!",
    "lang": "en",
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  {
    "id": "2013340228485030018",
    "url": "https://x.com/MrAhmadAwais/status/2013340228485030018",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Mon Jan 19 19:58:11 +0000 2026",
    "text": "Genuine question for devs using coding agents:                                                                                     \n                                                                                                                                     \nHow many times a week do you correct your coding agent?                                                                          \n                                                                                                                                     \n> Wrong package manager.\n> Wrong file naming.                                                                                                                 \n> Wrong framework assumptions.                                                                                                       \n                                                                                                                                     \n  Feels like we're missing something obvious here.",
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    "id": "2013356698883264514",
    "url": "https://x.com/MrAhmadAwais/status/2013356698883264514",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Mon Jan 19 21:03:38 +0000 2026",
    "text": "@mattpocockuk 👋check my dm when you get a minute.",
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  {
    "id": "2013629999975104787",
    "url": "https://x.com/MrAhmadAwais/status/2013629999975104787",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Tue Jan 20 15:09:38 +0000 2026",
    "text": "Question for developers: how many coding agents do you use, and do you use Git worktrees?",
    "lang": "en",
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  {
    "id": "2013661724382240830",
    "url": "https://x.com/MrAhmadAwais/status/2013661724382240830",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Tue Jan 20 17:15:41 +0000 2026",
    "text": "I work with 5-10 instances of Claud Code, Command Code, OpenCode all running in parallel on the same repo.\n\nHere's my workflow:\n\nJust shipped v2.0 of my workflow manager CLI `gwtree`\n\n  $ npx gwtree\n\nAnd you can easily create and manage 10+ git worktrees effortlessly. \n\nIt changes how you work with AI coding agents.\n\nWe're all running multiple AI agents now. Claude Code fixing auth. Command Code building APIs. Cursor on the frontend. Although I hardly ever use Cursor.\n\n  But git wasn't built for this. You're constantly:\n  - Stashing changes\n  - Switching branches\n  - Resolving conflicts\n  - Losing context\n\n`gwtree` v2 fixes this entirely.\n\nOne command:\n$ gwt auth api dashboard \n\nThis creates 3 isolated worktrees instantly. \n\nEach agent gets its own sandbox. \n\nNo conflicts. No stashing.\n\nYou can have one git worktree per Ralph task as well. Depending upon how you write code.\n\nWhat's new in v2:\n\n▸ BATCH CREATION\n$ gwt auth api dashboard \n# spins up multiple worktrees in seconds\n\n▸ STATUS DASHBOARD\n$ gwt status \n# see all worktrees, changes, commits ahead/behind\n\n▸ SMART CLEANUP\n$ gwt clean \n# auto-removes merged worktrees\n\n  ▸ ONE-COMMAND MERGE\n$ gwt merge feature \n# merges to main, removes worktree, deletes branch\n\n  ▸ SKIP EDITOR FLAG\n$ gwt feature -x \n# no VS Code popups interrupting your flow\n\n The workflow:\n\n  1. gwt auth api dashboard -x (create 3 worktrees)\n  2. Point each AI agent at a different folder\n  3. Let them cook\n  4. gwt status (check progress)\n  5. gwt merge auth (ship it)\n  6. gwt clean (cleanup)\n\nI have never had this much fun writing code, this workflow is extremely powerful yet simple. \n\nI have one more thing, I'm cooking, a way to create tasks, this is a step before your Ralph loops. Excited to share that soon.\n\nLet's go!\n\n$ npx gwtree\n\nOR\n\n$ npm i -g gwtree\n$ gwt\n\nAnd yes, share what's you multi-agent workflow is like?",
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    "url": "https://x.com/MrAhmadAwais/status/2013663137443258618",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Tue Jan 20 17:21:18 +0000 2026",
    "text": "Star it on GitHub https://t.co/GOSu7UcNYo",
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    "url": "https://x.com/MrAhmadAwais/status/2013943188919091631",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Wed Jan 21 11:54:08 +0000 2026",
    "text": "RT @MrAhmadAwais: I work with 5-10 instances of Claud Code, Command Code, OpenCode all running in parallel on the same repo.\n\nHere's my wor…",
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    "author_name": "Ahmad Awais",
    "created_at": "Wed Jan 21 13:56:43 +0000 2026",
    "text": "AI code is tough on Senior engineers. \n\nI had this realization. \n\nSenior engineers need to unlearn a lot of things about how they used to build stuff back in the day. \n\nIt used to take time to learn new tech, build workflows, deeper understanding, and so much more. I mean so much monkey patching to accomplish basic stuff. \n\nIt’s the same thing I had to do when I moved from CSS from scratch to Tailwind. \n\nYour 90% code should now be written by AI. In parallel to more code at the same time. I do 5x parallel coding all the time now. \n\nIf it took you weeks or months to build that strong backend feature, that’s not the case today. Junior engineers don’t feel the mental block we do. \n\nIt’s like when I learned to edit videos it was extremely hard to animate things in a good flow. Now almost every other creator has simple tools to accomplish complex animations while I don’t do videos to avoid the stress of video animations I felt 15 years ago. \n\nI realize more and more that coding is going through the same shift now. That scalable Kubernetes infrastructure I painstakingly setup in 2017 which was super hard to manage for my courses is now both much easier to build and manage today using coding agents. \n\nBut the mental post traumatic stress I have from when tooling wasn’t great stops me from setting up a lot more of those today. \n\nI met a young 20 something who has a dozen Kubernetes setups running. He’s managing them with Claude Code, Command Code, OpenCode, and a couple other coding agents. \n\nIn the interview he was able to compare all these agents while I was passing through an “oh shoot” moment. \n\nSo, if you’re a senior engineer you may have the same blind spot, too. \n\nRedo everything complex and find out how fast things are changing. You have to be and you can be a whole lot more ambitious today than ever. \n\nWhat a time to be alive.",
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    "url": "https://x.com/MrAhmadAwais/status/2013989755080573011",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Wed Jan 21 14:59:10 +0000 2026",
    "text": "Do y'all have anything against pure functions?\n\nGenuine question for devs using coding agents to write over 90% of their code. \n\nAI writes massive functions, that are hard to understand and reason about quickly. \n\nI find myself asking Command to keep everything modular and use pure functions. \n\nThis way I can keep the cognitive load lower, test easily, see what each fn is doing, and then finally read the entire logic.\n\nI'm quite enjoying this workflow. \n\nDo y'all have anything against pure functions?",
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    "url": "https://x.com/MrAhmadAwais/status/2014013690215911460",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Wed Jan 21 16:34:16 +0000 2026",
    "text": "VS Code navigation that actually makes sense instead of the default clown fiesta\n\nput this garbage in your keybindings.json and thank me later:\n\n// actually useful navigation (not the braindead defaults)\n{ \"key\": \"alt+cmd+]\", \"command\": \"editor.action.revealDefinition\", \"when\": \"editorHasDefinitionProvider && editorTextFocus\" },\n{ \"key\": \"alt+cmd+[\", \"command\": \"workbench.action.navigateBack\" },\n\n// switch terminals without having to mouse like a peasant\n{ \"key\": \"alt+cmd+down\", \"command\": \"workbench.action.terminal.focusNext\", \"when\": \"terminalFocus || terminalTabsFocus || activePanel == 'workbench.panel.terminal'\" },\n{ \"key\": \"alt+cmd+up\", \"command\": \"workbench.action.terminal.focusPrevious\", \"when\": \"terminalFocus || terminalTabsFocus || activePanel == 'workbench.panel.terminal'\" }\n\n📟 now your life is:\n\ncmd+opt+] → dive into the function like a man cmd+opt+[ → crawl back out when you're done being lost cmd+opt+↑↓ → flip between terminals without touching your mouse ever again\n\nwhy vscode ships with the worst defaults known to humanity is beyond me but at least now you can pretend you're using an editor from this century.",
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    "url": "https://x.com/MrAhmadAwais/status/2014068412440252721",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Wed Jan 21 20:11:43 +0000 2026",
    "text": "RT @MrAhmadAwais: AI code is tough on Senior engineers. \n\nI had this realization. \n\nSenior engineers need to unlearn a lot of things about…",
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    "url": "https://x.com/MrAhmadAwais/status/2014070060520972768",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Wed Jan 21 20:18:16 +0000 2026",
    "text": "things senior devs should be unlearning …\n\n\"learning a new stack takes months\" - no it doesn't. you can ship something meaningful in a new language by end of day. the agent already knows it.\n\n\"i need to deeply understand before i build\" - you don't. build first, understanding comes from reading what the agent wrote. flip the order.\n\n\"single threaded developers: one thing at a time\" - wrong. 5 parallel sessions. let them all cook. context switching is cheap when you're not the one holding the context.\n\n\"i already know the hard way\" - that trauma is now a handicap. the hard way doesn't exist anymore. you're avoiding things that aren't painful anymore.\n\n\"90% of my value is writing code\" - your value is taste, architecture, knowing what to build. the typing part got commoditized. adjust.",
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  {
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    "url": "https://x.com/MrAhmadAwais/status/2014339462637990326",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Thu Jan 22 14:08:47 +0000 2026",
    "text": "I hear a lot of junior developers are being discouraged from using ai coding agents by seniors who still think ai isn’t capable enough. \n\nThis is absolutely wrong. \n\nThere other reasons I hear often that juniors should build better understanding of systems instead of over relying on ai. \n\nI couldn’t disagree more. \n\nThe first time i learned to write a for loop was actually by looking at that code. Watching it execute. And then way later understanding how it actually worked. \n\nYou learn more by building than by anything else. \n\nFor years I’d encourage junior devs to build ten projects a month. \n\nYou learn by building. By deploying real solutions to problems. Especially when a couple of people start using it. That’s where the learning begins.\n\nI built a title case headline maker like 20 years ago to learn regex in JavaScript. That silly thing is used by journalists of many major publishers (i started recording events so i know).\n\nAnd building real world projects used to be extremely hard for juniors. Often they’d give up mid way. \n\nI have seen CS grads leave this field thinking they’re never going to be great programmers. \n\nThis has completely changed today. \n\nProgramming is not the bottleneck anymore. \n\nYou can build hundreds of silly projects in a week. Deploy and share them. \n\nYou should read the source code. And yes it’s fine to not know or not understand everything before you make it live for your side projects. \n\nThat’s how you learn. You now have the ability to front load years worth of mistakes & learning before you go build real production systems. \n\nThis is amazing for learning, for building portfolio, for deepening your understanding of how the tech stack works. \n\nYou can easily improve legacy systems. You toy around with different ideas and translate them into “I think it should be done this way” projects. \n\nYou should write a whole lot more code today. 10x more. \n\nYou should build new workflows that many senior engineers have not even thought about. \n\nThis is a crazy time for anyone who wants to learn fast and build great things. \n\nDo NOT hold yourself back on the account of someone who’s never done it. (Many seniors have not done parallel coding of say five projects with five coding agent at the same time. The workflow is absolutely different than what any one of us was ever used to).\n\nGo build. \nUse your code for good.",
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    "url": "https://x.com/MrAhmadAwais/status/2014699260189548602",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Fri Jan 23 13:58:29 +0000 2026",
    "text": "My new workflow as a founder who writes a lot of code.\n\nFounder Mode: 20 min meetings\nDeveloper Mode: 10 mins between meetings\n\nI love writing code and with Command Code, I've been shipping all day and all night. \n\nBetween meetings, during lunch, and I've built a habit of stacking 10-15 tasks by bedtime so Command Code keeps grinding with my coding taste.\n\nThis is the most productive I have ever been, especially when traveling as well. \n\nHow are you changing your engineering workflows?",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Fri Jan 23 15:30:16 +0000 2026",
    "text": "What does your Ralph setup look like?",
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    "id": "2014767588618989730",
    "url": "https://x.com/MrAhmadAwais/status/2014767588618989730",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Fri Jan 23 18:30:00 +0000 2026",
    "text": "what do you do when you have 10 agents running in parallel and you can't take any more. wait and watch?",
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  {
    "id": "2015279565397270612",
    "url": "https://x.com/MrAhmadAwais/status/2015279565397270612",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sun Jan 25 04:24:25 +0000 2026",
    "text": "Time to order mac mini.",
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    "id": "2015292935500111984",
    "url": "https://x.com/MrAhmadAwais/status/2015292935500111984",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sun Jan 25 05:17:32 +0000 2026",
    "text": "hey everyone, just launched qasai – the local-first image optimization CLI that crushes files with powerhouse engines like mozjpeg, pngquant, svgo, and sharp.\n\n$ npx qasai\n$ npx skills ahmadawais/qasai\n\nbuilt it cuz i was done with bloated SaaS, cloud lock-in, and per-byte billing. runs fully offline: lossless/lossy modes for jpg/png/gif/svg/webp/avif, recursive batching with .gitignore smarts, resizing, and format conversion.\n\nworks on any images as you can imagine. \n\nslashed 35%+ off my site’s asset sizes with no quality hit. hooks right into git pre-commits, ai workflows, or quick runs.\nno keys, no tracking, no subs – pure cli speed.\n\nand of course there’s an agent skill for all your coding agents. \n\ntry it and share your compression wins? how much bloat you ditching in 2026 lol. \n\nfun-fact: qasai means butcher in urdu.",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sun Jan 25 08:24:22 +0000 2026",
    "text": "RT @MrAhmadAwais: hey everyone, just launched qasai – the local-first image optimization CLI that crushes files with powerhouse engines lik…",
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    "url": "https://x.com/MrAhmadAwais/status/2015767429633520050",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Mon Jan 26 12:43:01 +0000 2026",
    "text": "ai is intellectually attractive, but it can be psychologically costly.\n\ni’ve noticed something after working with coding agents:\n\nsome days i get a month of work done in a day. other days i’m stuck in a “days in a month” loop, mostly because there are too many good options and i keep deferring the final call.\n\nthe biggest change is that i’m not writing code from muscle memory the same way. i’m steering. reviewing. selecting. it’s not my code, it’s code like mine. which means a lot more small decisions move from automatic to explicit.\n\nwhat’s helping is building my own taste and workflow instead of borrowing the agent’s. a simple loop: be clear about intent, ask for a few options, pick one, add constraints, ship, then reflect.\n\nthis is also why i believe we could really use neuro-symbolic constraints continuously learning our taste. \n\nai makes output cheap. taste is the new cost and very much a skill.",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Mon Jan 26 20:35:14 +0000 2026",
    "text": "just shipped `npx qasai` v0.1.0, the image compression cli that doesn't lie about file sizes anymore 🤘\n\n    new flags:\n    -D dry run (for the anxious)\n    -Q quiet mode (for scripts)\n    -P parallel processing (go fast)\n    -B backup (for the paranoid)\n    -S skip existing (be lazy)\n    --json (for your coding agents)\n\n$  npx qasai\n\nwhat else should i add?",
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    "url": "https://x.com/MrAhmadAwais/status/2016052409793999004",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Tue Jan 27 07:35:25 +0000 2026",
    "text": "@skylar 👋👋👋 NTMY! I'd love to talk about an open source pkg, unable to send you a DM. My DMs are open, please ping when you see this.",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Tue Jan 27 08:21:59 +0000 2026",
    "text": "@steipete changed your github handle?",
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    "url": "https://x.com/MrAhmadAwais/status/2016588642978795725",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Wed Jan 28 19:06:13 +0000 2026",
    "text": "I have accidentally invented a new cli based workflow which is making our internal work much easier to understand and manage. \n\nImma open source it next month.",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Wed Jan 28 20:22:59 +0000 2026",
    "text": "RT @HowDevelop: @ghumare64 I have been following @vipulgupta2048 and @MrAhmadAwais and seeing that they are building @CommandCodeAI which i…",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Thu Jan 29 10:10:10 +0000 2026",
    "text": "IDEs feel old, bloated, and pretty heavy. CLIs were never really done well. Now they’re. I think the opposite will happen. More and more developers will switch away from IDEs seeking absolute control.",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Thu Jan 29 15:33:50 +0000 2026",
    "text": "My coding patterns are changing more than ever. \n\nI’ve been writing a lot of Swift code lately. It’s unbelievable how fast I have been able to ship some really amazing personal use apps that I always thought existed. \n\nI’m gonna code my personal tax assistant too as I file my taxes this year. \n\nThe most fun thing in all this is being able to do it all with my coding taste. Almost feels like vibe coding with the knowledge I have accumulated over the years ~2 decades.",
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    "url": "https://x.com/MrAhmadAwais/status/2017671954090819698",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sat Jan 31 18:50:55 +0000 2026",
    "text": "I find all the moltbros posting about extremely unimpressive and sloppy posts by their agents super weird. \n\nWe have had agents posting sloppy content for three years now. What’s the new big deal. \n\nEspecially when the agents are very clearly being promoted by humans or their prompts/skills files. \n\nSince when has giving an unreliable agent access to all your files and systems/mails especially with poorly vibe coded software has become a good idea?\n\nWhat the heck is going on? This is a new low. Humans with no taste appreciating slop that’s spreading like cancer. \n\nI seriously don’t think this is in any way novel or interesting. Subpar hype focused on unimpressive results and slop-adjacent use cases.",
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    "url": "https://x.com/MrAhmadAwais/status/2018450177439506691",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Mon Feb 02 22:23:17 +0000 2026",
    "text": "What’s been your favorite agent skill?",
    "lang": "en",
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    "url": "https://x.com/MrAhmadAwais/status/2018654104244101303",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Tue Feb 03 11:53:37 +0000 2026",
    "text": "Introducing a new cli: azaan\n\n$ npx azaan\n\nGet prayer timings with auto location and qibla tracking.\n\nAZAAN - Prayer Times CLI\n\n📍 San Francisco, USA\n🕐 America/Los_Angeles\n📅 01 Feb 2026\n🌙 13 Shaʿbān 1447 AH\n\n🌅  Fajr            5:59 AM\n ☀️ Sunrise    7:14 AM\n 🌞 Dhuhr      12:23 PM\n 🌤️ Asr            3:12 PM ← current\n🌇  Maghrib  5:34 PM ← next in 24m\n🌙  Isha          6:48 PM\n\nazaan → Today's times\nazaan next → Countdown\nazaan qibla → Direction\nazaan month → Calendar\nazaan --json → Scripting\nazaan --status → Status bars (tmux/polybar)\n\nZero-config:\n\nAuto-detects location via IP (3 fallback providers)\nAuto-recommends calculation method for your country\nAuto-detects timezone\nSmart display:\n\nHighlights current prayer\nShows next prayer with countdown\nDisplays Hijri date\nFlexible output:\n\nJSON output for scripting (--json)\nStatus bar mode for tmux/polybar (--status)\nPlain text mode (--plain)\nComprehensive:\n\n23 calculation methods worldwide\nQibla direction from your location\nMonthly prayer calendar\nInteractive setup wizard\nAliases: azaan/athan/azan",
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    "url": "https://x.com/MrAhmadAwais/status/2018654107041751366",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Tue Feb 03 11:53:38 +0000 2026",
    "text": "Star it on GitHub: https://t.co/OBMYBFRNNv",
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    "url": "https://x.com/MrAhmadAwais/status/2018774214590017671",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Tue Feb 03 19:50:54 +0000 2026",
    "text": "I'm building a JIT Differential Rendering engine for a new TUI framework that'll power Command Code.\n\nyou have exactly 16ms before your eyes detect the flicker. Instead of clear→redraw, we diff X/Y coordinates and surgically update only changed lines.\n\nResult: sub-frame updates, zero flicker\n                                                                                                                                        \nTHE MATH                                                                                                                              \n   \n1 second = 1000ms                                                                                                                     \n1000ms / 60 FPS = 16.67ms\n                                                                                                                                        \nYou have 16ms. Funny how my electrical engineering degree is coming in play here. 60 FPS = 60 Hz (get it?).                                        \n\nTHE TIMELINE\n\n  0ms     16ms    32ms\n   |             |             |\n  [F1]        [F 2]     [F3][...]\n\nMiss the window = flicker\n\nWHY 60?\n\nUS power = 60Hz\nCRTs synced to it\nStandard won globally\n\nFRAME BUDGET\n\n30Hz = 33ms\n60Hz = 16ms  <-- standard\n120Hz =  8ms\n\nTHE FLICKER PROBLEM\n\nBAD:\nERASE-----gap-----WRITE\n  0ms      10ms     20ms\n            ^\n       refresh here = BLANK\n\nGOOD:\nERASE+WRITE\n0ms   2ms\n         ^\n    done before refresh\n\nPROBABILITY\n\nP(flicker) = gap / 16ms\n\n   0ms =  0%\n   1ms =  6%\n   8ms = 48%\n  16ms = 96%\n\nTHE TECHNIQUE\n\n  Standard: clear all, redraw all\n  JIT Diff: find diff && delta, update delta\n\n  Frame N      Frame N+1\n  ---------    ---------\n  ? Name       ? Name     <- same\n  > hell       > hello    <- delta\n\nOnly line 2 redraws\n\nif prev[y] != next[y]\n    move cursor to y\n    erase line y\n    write next[y]\n\nX/Y targeting. Surgical. Sub-frame re-render.\nThere's a lot more that goes into this. Pretty exciting work.",
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    "url": "https://x.com/MrAhmadAwais/status/2019410727040426144",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Thu Feb 05 14:00:10 +0000 2026",
    "text": "Introducing a new CLI: awaz\n\n$ npx awaz \"Ship it\"\n\nText-to-speech CLI with AI voices from ElevenLabs that don't sound like robots from 2003.\n\nAWAZ - Text to Speech CLI\n\n🎙️  Voice: Roger\n⚡  Model: eleven_v3\n🔊  Speed: 1.0x\n\n▶️  Playing: \"Ship it\"\n\nawaz \"text\"                 → Speak instantly\nawaz -v Rachel \"hi\"   → Pick a voice\nawaz -o out .mp3 \"hi\"  → Save to file\nawaz voices           → List all voices\nawaz --speed 1.2 \"go\" → Faster playback\necho \"text\" | awaz    → Pipe support\n\nZero-config:\n\n* Just set ELEVENLABS_API_KEY and go\n* Works with npx — no install needed\n* Streams audio for instant playback\n\nAI Voice Models:\n\n* eleven_v3 — Most expressive, supports [whispers], [laughs], [sighs]\n* eleven_multilingual_v2 — 29 languages, SSML support\n* eleven_flash_v2_5 — ~75ms latency, fastest\n* eleven_turbo_v2_5 — Balanced speed/quality\n\nVoice Control:\n\n--stability <0-1>    → Voice consistency\n--similarity <0-1>   → Match original voice\n--style <0-1>        → Style exaggeration\n--speed <0.5-2.0>    → Playback speed\n\nWorks with AI Agents:\n\nnpx skills add ahmadawais/awaz\n\nThen ask your agent to speak, say, or generate audio.\n\nExamples:\n\n# Dramatic effect (v3 only)\nawaz \"[whispers] The secret is... [pause] ship fast.\"\n\n# Read files aloud\ncat README .md | awaz\n\n# Generate welcome audio\nawaz -v Rachel -o welcome .mp3 \"Welcome to the app\"\n\ntell me how you'll use it.",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Thu Feb 05 14:00:13 +0000 2026",
    "text": "@elevenlabs Star it on https://t.co/lKFuEDyidx",
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    "url": "https://x.com/MrAhmadAwais/status/2019483713072206216",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Thu Feb 05 18:50:12 +0000 2026",
    "text": "Claude Opus 4.6 &amp; GPT-5.3-Codex are here. The AI labs dog fight is at its peak right now. \n\nI’ve been testing both models and they’re both super impressive. It feels like GPT-5.3-Codex is more like Opus 4.5 while Opus 4.6 is more like GPT-5.2-Codex. \n\nShipping in Command Code!",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Thu Feb 05 20:42:28 +0000 2026",
    "text": "RT @MrAhmadAwais: Claude Opus 4.6 &amp; GPT-5.3-Codex are here. The AI labs dog fight is at its peak right now. \n\nI’ve been testing both models…",
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    "url": "https://x.com/MrAhmadAwais/status/2019521409404530867",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Thu Feb 05 21:19:59 +0000 2026",
    "text": "I'm proud to be an early angel investor in Daytona. \n\nEvery AI agent needs a micro computer. Not a container, not a mac-mini, not a VM, a composable, sandboxed micro computer (a microVM) it can actually use. That's what Daytona builds.\n\nIvan's been building dev infrastructure from first principles for a decade. Most founders in this space discovered it last year. Daytona's gonna grow at a wild pace in 2026 and beyond. Congrats!",
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    "url": "https://x.com/MrAhmadAwais/status/2019797265066635490",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Fri Feb 06 15:36:08 +0000 2026",
    "text": "The feeling when you get idea of a new CLI you’re gonna build and even before you start you already start seeing many patterns and ways on how it’s gonna change your coding workflows for life. \n\nYeah that’s what just happened.",
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    "url": "https://x.com/MrAhmadAwais/status/2019818088599019662",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Fri Feb 06 16:58:53 +0000 2026",
    "text": "RT @MrAhmadAwais: I'm proud to be an early angel investor in Daytona. \n\nEvery AI agent needs a micro computer. Not a container, not a mac-m…",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Fri Feb 06 17:01:57 +0000 2026",
    "text": "CLIs make you a true GOAT. IDEs don’t.",
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    "url": "https://x.com/MrAhmadAwais/status/2021390496875393112",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Wed Feb 11 01:07:04 +0000 2026",
    "text": "i'm hiring 2 x full time cli developers (TypeScript). dm.",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Wed Feb 11 13:03:54 +0000 2026",
    "text": "Lots of DMs. Please apply here https://t.co/JDZj8n1xYc",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Wed Feb 11 16:06:37 +0000 2026",
    "text": "RT @MrAhmadAwais: i'm hiring 2 x full time cli developers (TypeScript). dm.",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Wed Feb 11 16:14:55 +0000 2026",
    "text": "wild reception of the Obsidian's CLI.",
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    "url": "https://x.com/MrAhmadAwais/status/2021622033743024530",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Wed Feb 11 16:27:07 +0000 2026",
    "text": "We used to read the entire stack trace top to bottom like it was a novel with a twist ending. Especially, those damn TypeScript errors. https://t.co/7B3eDDGUbe",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Wed Feb 11 18:51:02 +0000 2026",
    "text": "🔥 Introducing a new CLI: `excalidraw-cli`\n\n$ npx excalidraw-cli create --json '[...]'\n\nHand-drawn diagrams from the command line — because opening a browser to draw boxes and arrows is for animals.\n\nEXCALIDRAW CLI\n🎨  Style: Hand-drawn (sloppy)\n✏️  Font: Excalifont\n📐  Shapes: rectangle, ellipse, diamond, arrow, text\n🌙  Mode: Dark\n\nIf installed globally, use `excalidraw` command instead of `npx excalidraw-cli`.\n\n→ Create a diagram\nexcalidraw create --json '[...]'\n\n→ From file\nexcalidraw create f.json -o file.excalidraw\n\n→ Upload to excalidraw .com\nexcalidraw export file.excalidraw\n\n→ Save diagram state\nexcalidraw checkpoint save name file\n\n→ Element format cheat sheet\nexcalidraw reference\n\n→ Pipe support\ncat elements.json | excalidraw create\n\nZero-config:\n* Auto hand-drawn styling — roughness, rounded corners, handwritten font\n* Works with npx — no install needed\n* Outputs standard .excalidraw files\n\nShape Types:\n* rectangle, ellipse, diamond — with label shorthand\n* arrow — startBinding/endBinding with fixedPoint\n* text — standalone or bound inside shapes\n\nCamera Presets (4:3):\n* 400×300 (S) → 800×600 (L) → 1600×1200 (XXL)\n\nDark Mode:\n* Full dark theme color palettes\n* Background zones with opacity control\n* Just add a dark background rectangle and light stroke colors\n\nWorks with AI Agents via Skills\n\n$ npx skills add ahmadawais/excalidraw-cli\n\nThen ask your agent to create diagrams, flowcharts, or architecture docs.\n\nWhat diagrams are you drawing from the terminal?",
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    "text": "Star on GitHub here \n↳ https://t.co/55qyu9zNQt",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Thu Feb 12 16:54:45 +0000 2026",
    "text": "Share link to something fun you built with AI?",
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    "created_at": "Thu Feb 12 18:54:00 +0000 2026",
    "text": "AI ruined — em dashes and emojis for me. \n\nMoving to conventional commits. \nEven though I authored the emoji-log spec.",
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    "created_at": "Thu Feb 12 19:10:04 +0000 2026",
    "text": "how are you keeping up with model names?\ngpt-codex-spark-low\ngpt-codex-spark-high\ngpt-codex-spark-xlow\ngpt-codex-spark-xhigh\ngpt-codex-spark-skinny\ngpt-codex-spark-fat\ngpt-codex-spark-extra-small\ngpt-codex-spark-plus-size\ngpt-codex-spark-obese\ngpt-codex-spark-dad-bod",
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    "text": "RT @MrAhmadAwais: @excalidraw @AnthropicAI @claudeai CLIs &gt;&gt;&gt;&gt; MCPs. \n\nHere you go just published the excalidraw-cli\n\nhttps://t.co/vvDu64U6…",
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    "text": "I'm honored to get the GitHub Star Award again! ⭐️ \n\nOpen source is one of those things where the people doing the most get the least credit. So this means a lot, ngl.\n\nI'm shipping 100s of new CLIs this year.\n\nTo everyone who's used something I built, thank you. For real. https://t.co/go3Zc9XUfF",
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    "text": "RT @MrAhmadAwais: I'm honored to get the GitHub Star Award again! ⭐️ \n\nOpen source is one of those things where the people doing the most g…",
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    "text": "Built and open sourced another chrome extension.\n\n🤘 Hover Copy Link Address\n\nCopy any link URL by hovering over it and pressing Cmd+C (Ctrl+C on Windows/Linux) — no right-click menu needed.\n\n🔗 https://t.co/ekvGePlLiA https://t.co/8JPZu2QjFw",
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    "text": "called it, been saying it for a while, OpenClaw will go to OpenAI https://t.co/dTezX79KFq",
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    "text": "called it! :) great for open source!",
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    "text": "So, timely! launching \"taste\" coding Feb 25th @CommandCodeAI",
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    "text": "It's my birthday today! 🥳",
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    "created_at": "Mon Feb 16 19:15:34 +0000 2026",
    "text": "If you'd like to do something, try some of my open source work https://t.co/NJTvsDjTw4\n\nYou can also sign up for the 25th Feb launch of @CommandCode. \n\nLet's go!",
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    "text": "most devs use a terminal 8hrs a day and couldn't tell you the difference between a terminal and a shell\n\nwrote a deep dive on: the full stack of terminals explained: terminal, shell, tty, console, posix, ansi escapes, ptys\n\nterminal vs shell vs tty vs console - they used to be the same physical machine in the 1960s\n\nposix, termios, ptys, line discipline, raw mode, ansi escape sequences, ioctl, sigwinch\n\nwhy vim hijacks your screen (alternate screen buffer), why ctrl+c sometimes doesn't kill things (line discipline flags), why your tui flickers (you're not buffering writes)\n\neven built a tui from scratch in node.js/typescript - both the \"just use setrawmode(true)\" version and the unhinged \"let me call stty raw directly\" version\n\nbasically everything between your fingers hitting the keyboard and pixels appearing on screen\n\nthe whole stack. one post.\n\n- terminal vs shell vs tty vs console\n- posix & the unix terminal interface\n- ptys (pseudo terminals)\n- tty line discipline & termios\n- ansi escape sequences (cursor, colors, screen buffers)\n- raw mode vs canonical mode vs non-canonical\n- ioctl, tcgetattr/tcsetattr, sigwinch\n- input processing & key parsing\n- buffering for flicker-free rendering\n- building a tui app from scratch in node.js/typescript",
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    "created_at": "Tue Feb 17 18:50:29 +0000 2026",
    "text": "most devs use a terminal 8hrs a day and couldn't tell you the difference between a terminal and a shell\n\nwrote a deep dive on: the full stack of terminals explained: terminal, shell, tty, console, posix, ansi escapes, ptys\n\nterminal vs shell vs tty vs console - they used to be the same physical machine in the 1960s\n\nposix, termios, ptys, line discipline, raw mode, ansi escape sequences, ioctl, sigwinch\n\nwhy vim hijacks your screen (alternate screen buffer), why ctrl+c sometimes doesn't kill things (line discipline flags), why your tui flickers (you're not buffering writes)\n\neven built a tui from scratch in node.js/typescript - both the \"just use setrawmode(true)\" version and the unhinged \"let me call stty raw directly\" version\n\nbasically everything between your fingers hitting the keyboard and pixels appearing on screen\n\nthe whole stack. one post.\n\n- terminal vs shell vs tty vs console\n- posix & the unix terminal interface\n- ptys (pseudo terminals)\n- tty line discipline & termios\n- ansi escape sequences (cursor, colors, screen buffers)\n- raw mode vs canonical mode vs non-canonical\n- ioctl, tcgetattr/tcsetattr, sigwinch\n- input processing & key parsing\n- buffering for flicker-free rendering\n- building a tui app from scratch in node.js/typescript",
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    "author": "MrAhmadAwais",
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    "created_at": "Tue Feb 17 18:50:29 +0000 2026",
    "text": "Read it here\n↳ https://t.co/Bm9dYiwPzd",
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    "text": "taste in eng is the best bet now!\n\n@CommandCode launching 25th Feb :)\n\nWatch for details: https://t.co/4z34M2Cdyb",
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    "text": "npx taste is coming @CommandCodeAI launch 25th Feb! https://t.co/Oh2461TTtH",
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    "created_at": "Tue Feb 17 20:01:04 +0000 2026",
    "text": "@tarat_211 \n\nsaw your post, thought you might enjoy this https://t.co/EZGJPEHeir\nhttps://t.co/MWcrVzsQtX",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Tue Feb 17 22:00:02 +0000 2026",
    "text": "@iannuttall would love to chat, send me a DM?",
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    "author_name": "Ahmad Awais",
    "created_at": "Tue Feb 17 22:22:25 +0000 2026",
    "text": "taste vs slop - in the age of ai taste wins!",
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    "author": "MrAhmadAwais",
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    "created_at": "Tue Feb 17 22:59:24 +0000 2026",
    "text": "my entire flow as a dev is broken, what tools i have and what i wanna do are two very different things.",
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    "text": "426 tests across 19 files. zero failures after a massive refactor. not because i'm careful - because pure functions are trivially testable. OOP devs will call this luck. broke a 1000+ line file into a modular directory today. separate command files, separate service files, clear boundaries. the old file was doing everything and therefore was responsible for nothing.",
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    "created_at": "Wed Feb 18 01:00:05 +0000 2026",
    "text": "deleted every else from an entire module today. no else, no switch, just if guards and early returns. code reads top to bottom now like a checklist not a maze. your codebase mostly doesn't need else, you just think it does.",
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    "created_at": "Wed Feb 18 14:00:08 +0000 2026",
    "text": "converted 3 classes to pure functions. no this, no new, no constructor, no state. just data in, data out. turns out the classes were already stateless - they were just cosplaying as OOP.",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Wed Feb 18 15:00:08 +0000 2026",
    "text": "hot take: if your class has no mutable fields and no constructor args, it's not a class. it's a namespace wearing a trench coat pretending to be an object. convert it to a module a pure function and move on.",
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    "created_at": "Wed Feb 18 15:50:42 +0000 2026",
    "text": "Ramadan mubarak y'all! 🌙\n\nand as per tradition, i have released v6 of my ramadan-cli, which also comes with agent skills and --json mode.\n\n$ npx ramadan-cli\n\nRAMADAN CLI\n🌙  Focus: Sehar + Iftar\n📍  Setup: auto city/country/timezone\n🧭  Fiqh: method + school recommendations\n🗓  Modes: today, month (-a), specific roza (-n)\n🤖  Mode: JSON for scripts/agents\n\nif installed globally, use ramadan-cli or roza instead of npx ramadan-cli.\n\n→ today view\nramadan-cli\n\n→ full ramadan month\nramadan-cli -a\n\n→ specific roza 10\nramadan-cli -n 10\n\n→ one-off city lookup\nramadan-cli vancouver\n\n→ save defaults (non-interactive)\nramadan-cli config --city \"San Francisco\" --country \"United States\" --method 2 --school 0 --timezone \"America/Los_Angeles\"\n\n→ show or clear saved config\nramadan-cli config --show\nramadan-cli config --clear\n\n→ reset everything\nramadan-cli reset\n\nzero-config:\n\n- first-run guided setup (TTY)\n- auto location + timezone detection fallback\n- works with npx (no install)\n- clean terminal output + JSON output\n\nworks with AI agents via skills\n\n$ npx skills add ahmadawais/ramadan-cli\n\nthen ask your agent for city timings, full-month tables, or automation-friendly JSON.\n\nhappy ramadan!",
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    "text": "Star on GitHub here https://t.co/mhhvnePipQ",
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    "text": "RT @MrAhmadAwais: most devs use a terminal 8hrs a day and couldn't tell you the difference between a terminal and a shell\n\nwrote a deep div…",
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    "author": "MrAhmadAwais",
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    "created_at": "Wed Feb 18 18:54:54 +0000 2026",
    "text": "Read it here:\n\nThe Full Stack of Terminals Explained: Terminal, Shell, TTY, Console, POSIX, ANSI Escapes, PTYs, Raw/Canonical Modes\n\n→ https://t.co/JKMvCikUj1",
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    "text": "RT @GithubProjects: CLI to check sehar and iftar times in Ramadan. https://t.co/JXS1TZzYgT",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Wed Feb 18 20:00:07 +0000 2026",
    "text": "broke a 1000+ line file into a modular directory today. separate command files, separate service files, clear boundaries. the old file was doing everything and therefore was responsible for nothing.",
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    "text": "i'm really enjoying if-guard-clausing my code. replaced all polymorphic dispatch helpers with explicit if-guard calls. \"but you lost the abstraction!\" - brother, the abstraction was a function that picked between two other functions. that's not architecture, that's indecision with extra steps.",
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    "created_at": "Thu Feb 19 01:00:11 +0000 2026",
    "text": "the best refactors are the boring ones. no new features, no clever tricks, same exact behavior, same exact tests passing. if your PR is exciting you probably broke something.",
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    "text": "RT @MrAhmadAwais: Ramadan mubarak y'all! 🌙\n\nand as per tradition, i have released v6 of my ramadan-cli, which also comes with agent skills…",
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    "created_at": "Thu Feb 19 07:31:16 +0000 2026",
    "text": "shoot it’s midnight. first time in my life i have 29 agents running in parallel building Command with Command. \n\nthis is unbelievable. engineering pace and workflow is drastically different than anything i did last year. \n\nsuper excited about next week. must sleep.",
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    "text": "Big announcement, next week!",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Thu Feb 19 14:40:52 +0000 2026",
    "text": "Every developer in the world is realizing how hard open source developers worked, first putting out a free/open package and then reviewing hundreds of PRs for free I must add. \n\nI got ~500 package open sourced before all the AI boom. The amount of effort required to review software has been insane. \n\nA developer told me he’s finding it hard to review code daily. And I was yeah welcome to my life for past ten or so years. \n\nI hope this makes developers in general a bit more empathetic towards maintainers.",
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    "author_name": "Ahmad Awais",
    "created_at": "Thu Feb 19 15:21:47 +0000 2026",
    "text": "new cli dropping in a few minutes…",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Thu Feb 19 16:00:07 +0000 2026",
    "text": "Introducing a new cli: 📟 𝚝𝚢𝚙𝚎𝚏𝚞𝚕𝚕𝚢 \n\n$ npx typefully\n\nA TypeScript CLI and AI agent skill for drafting, scheduling, and managing social media posts across X, LinkedIn, Threads, Bluesky, and Mastodon.\n\nComes with agent skills, `tfly` alias, interactive drafts, and --json mode.\n\nTYPEFULLY CLI\n📝  Draft: instant or interactive\n📅  Schedule: next-free-slot or exact time\n🌐  Platforms: X, LinkedIn, Threads, Bluesky, Mastodon\n🤖  Mode: JSON for scripts/agents\n🗑  Delete: interactive draft picker\n\nif installed globally, use `typefully` or `tfly` instead of npx typefully.\n\n→ instant draft\ntfly \"Hello, world!\"\n\n→ interactive (text, platforms, schedule)\ntfly\n\n→ delete drafts interactively\ntfly rm\n\n→ post to all platforms at once\ntfly \"Big news!\" --all\n\n→ schedule for next free slot\ntfly \"Coming soon...\" --schedule next-free-slot\n\n→ cross-post with tailored content per platform\ntypefully drafts create --platform linkedin --text \"...\"\ntypefully drafts update <id> --platform x --text \"...\"\n\n→ save defaults (non-interactive)\ntypefully config set-platforms --platforms x,linkedin\ntypefully config set-default\n\n→ show or clear saved config\ntypefully config show\n\n→ upload media\ntypefully media upload ./image.jpg\n\nzero-config:\n- guided setup on first run (TTY)\n- default social set + platforms config\n- works with npx (no install)\n- clean terminal output + JSON output\n\nworks with AI agents via skills\n$ npx skills add ahmadawais/typefully-cli\n\nthen ask your agent to draft, schedule, or post\nacross platforms with automation-friendly JSON.\n\nhappy posting!",
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    "author": "MrAhmadAwais",
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    "text": "Star it on GitHub at https://t.co/ailJQQHWxv",
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    "author": "MrAhmadAwais",
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    "text": "RT @MrAhmadAwais: Introducing a new cli: 📟 𝚝𝚢𝚙𝚎𝚏𝚞𝚕𝚕𝚢 \n\n$ npx typefully\n\nA TypeScript CLI and AI agent skill for drafting, scheduling, and m…",
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    "author_name": "Ahmad Awais",
    "created_at": "Thu Feb 19 20:04:02 +0000 2026",
    "text": "terminal output can have hyperlinks\n\nyour draft ID text can be a clickable link to the web app\n\nmost CLIs ignore this. the ones that don't feel magical.\n\nuse `terminal-link` npm pkg. takes 5 minutes. ship it.",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Thu Feb 19 22:58:20 +0000 2026",
    "text": "I have lost the ability to follow a tutorial, that says open this, click there, press that button.\n\nDo it yourself for me, or have my agent do it. \n\nEvery service out there needs to be an API/CLI so my agent can do whatever I want.",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Thu Feb 19 23:03:01 +0000 2026",
    "text": "the best code you write this week will probably be a deletion\n\nnot a clever abstraction. not a new feature. one line removed from a teardown function that was quietly causing exit code 1 after passing tests.\n\nsubtraction is underrated in engineering. it's underrated in startups too.",
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    "created_at": "Thu Feb 19 23:08:01 +0000 2026",
    "text": "everything should be a cli (&amp; should have an api)",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Thu Feb 19 23:11:53 +0000 2026",
    "text": "@typefully y'all will enjoy this https://t.co/8W8kNQB7Si",
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    "text": "Node.js 24 changed how `events.once()` cleans up listeners\n\nnobody told my teardown function\n\nwasted a bunch of time today fixing tests.\n\neng workflows need to change with fast changing software.",
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    "author_name": "Ahmad Awais",
    "created_at": "Fri Feb 20 03:49:02 +0000 2026",
    "text": "RT @MrAhmadAwais: Every developer in the world is realizing how hard open source developers worked, first putting out a free/open package a…",
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    "created_at": "Fri Feb 20 14:11:15 +0000 2026",
    "text": "𝚝𝚊𝚜𝚝𝚎 downloading to your terminal in t-5. https://t.co/GMq7Po3y9a",
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    "text": "@Japaloc would love to chat, can you send me a DM.",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Fri Feb 20 22:56:02 +0000 2026",
    "text": "infra that feels like a product gets maintained\n\ninfra that feels like punishment gets ignored\n\nyour test suite is a product. it has users (your team). it has SLAs (CI time). it needs DX work.",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sat Feb 21 14:53:05 +0000 2026",
    "text": "Shipped an ad free words counter: 📟 https://t.co/rMhWAgg4xo \n\nI need something like this all the time. \n\n🔹 Word counter and character counter\n🔹 Sentence counter and paragraph counter\n🔹 Read time and speak time estimates\n🔹 Character breakdown (letters, numbers,\npunctuation, spaces, emojis, special)\n🔹 Unique words, repeated words, vocabulary density\n🔹 Top words frequency chart and keyword density\n🔹 Emoji showcase and emoji counter\n🔹 URL, email, hashtag, and mention detection\n🔹 Readability score and Hemingway analyzer\n🔹 Dark / light theme",
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    "created_at": "Sat Feb 21 15:59:07 +0000 2026",
    "text": "i find that if i don't restrict myself to 30mins per task, considering i'm doing 20+ parallel agents (weird new workflow from three in parallel) i get distracted and after 15 hrs of work i hardly ship 5 or so prs. \n\nor in some cases i bring in a lot of scoop creep. turns out restricting yourself to 30 mins per pr when working with agents is a great hack.\n\nhow are y'all dealing with doing too much at the same time and context switching problems when running parallel agents?\n\ni do love this new workflow though, might end up shipping 70+ prs in a week (most are medium sized btw so no one file per pr).",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
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    "text": "i find that if i don't restrict myself to 30mins per task, considering i'm doing 20+ parallel agents (weird new workflow from three in parallel) i get distracted and after 15 hrs of work i hardly ship 5 or so prs. \n\nor in some cases i bring in a lot of scoop creep. turns out restricting yourself to 30 mins per pr when working with agents is a great hack.\n\nhow are y'all dealing with doing too much at the same time and context switching problems when running parallel agents?\n\ni do love this new workflow though, might end up shipping 70+ prs in a week (most are medium sized btw so no one file per pr).",
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    "text": "RT @MrAhmadAwais: 𝚝𝚊𝚜𝚝𝚎 downloading to your terminal in t-5. https://t.co/GMq7Po3y9a",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sat Feb 21 16:29:08 +0000 2026",
    "text": "I’m always thinking about my minions. My agents i mean. What’s happening to me.",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sat Feb 21 20:18:47 +0000 2026",
    "text": "The amount of agents I'm running, I think I need multiple 49\" LED odyssey's now, one is not enough anymore! ☠️",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sun Feb 22 00:34:13 +0000 2026",
    "text": "I am seriously getting lost in ten at times twenty different VS Code windows, tens of work fees, different branches, different agents been thinking about color coding at all. How's everybody managing it?",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
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    "text": "I honestly cannot believe how much code I have shipped today. I think today has been probably one of the most productive days. Last 48 hours, 80 PRs.\n\nMy workflow is absolutely changed. This is not the type of engineering I'm used to. And I don't say this lightly.\n\nI have written hundreds of open source software. I think I have like over a thousand GitHub repositories. this is a huge step function. I'm really excited about this new workflow. I can't wait to share.",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sun Feb 22 01:13:43 +0000 2026",
    "text": "I honestly cannot believe how much code I have shipped today. I think today has been probably one of the most productive days. Last 48 hours, 80 PRs.\n\nMy workflow is absolutely changed. This is not the type of engineering I'm used to. And I don't say this lightly.\n\nI have written hundreds of open source software. I think I have like over a thousand GitHub repositories. this is a huge step function. I'm really excited about this new workflow. I can't wait to share.",
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    "url": "https://x.com/MrAhmadAwais/status/2025592287460528231",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
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    "text": "Taste is the biggest engineering moat for you & your team.\n\nI’ve been experimenting with a new workflow, and it has dramatically increased my productivity as a developer.\n\nI’m planning to document the entire process and share it more broadly, because I think we’re collectively still early in understanding how to work effectively in this new paradigm.\n\nTyping speed is dead. Boilerplate is dead. “Lines of code” as a metric is dead. Your ability to steer LLMs is proportional to the time and energy spent on building your coding taste.\n\nWe're passing through a time where code is abundant and taste is scarce.\n\nThere are still questions I’m obsessing over. How do you train your brain to context switch across ten branches, twenty worktrees, and multiple agents without losing coherence? How do you maintain a clean internal map of a constantly shifting system when generation is effectively free?\n\nAt any given moment, I might be juggling ten or twenty VS Code windows, dozens of worktrees, multiple branches, and several agents running in parallel. It’s easy to lose the thread. I’ve even considered systematic color coding just to reduce cognitive load. I’m curious how others are managing this level of parallelism.\n\nI’ve been building internal tooling to support this workflow, and I’m excited to launch it next week.\n\nA big part of how I think about this is something I call taste driven development.\n\nIn a world where code generation is abundant, the bottleneck shifts. It’s no longer about how fast you can type. It’s about judgment. It’s about taste.\n\nEvery developer has an internal reward model trained over years. How you name variables. When you extract a function. Which abstractions you tolerate. What “clean” feels like. That invisible structure is your real edge.\n\nThe interesting dynamic is that the more you code in this setup, the more your coding agent learns you. It observes which diffs you accept, which ones you rewrite, how you name things, how you structure modules, what abstractions you consistently prefer. Over time, it begins to condition on your priors. It starts to approximate your aesthetic.\n\nYou are not just writing software. You are operating one level above the syntax.\n\nThis creates a feedback loop. Your taste shapes the agent. The agent accelerates your output. Increased output exposes you to more design decisions, which sharpens your taste. The system increasingly produces code that looks like something you would have written yourself.\n\nCoding has become fun again in a very pure sense. You’re not just implementing functions. You’re orchestrating systems. You’re shaping abstractions. You’re steering.\n\nFor me, this shift has been genuinely transformative. After building over a thousand repositories and a few hundred open source projects, I did not expect to feel this kind of step function again. But the ceiling has moved.\n\nMy strong prior is that many services with heavy, complicated UIs will eventually collapse into simple APIs paired with excellent CLIs. The UI becomes optional. \n\nWhile API is the product, CLI is the power tool. I’ve been building CLIs for a long time, and even created a course, nodecli[.]com, to teach developers how to build their own. My GitHub README probably lists seventy or eighty of them.\n\nWhat’s becoming clear is that agentic engineering is qualitatively different from traditional software engineering. It’s not just a faster autocomplete. The experience of flow changes. \n\nYou spend more time reasoning about system design, decomposition, naming, and orchestration. The mechanics shift upward a level. Even constraints like model context windows and caching behavior start influencing how you structure your projects and workflows.\n\nIn the past 48 hours, I’ve opened around eighty pull requests. These aren’t trivial one file changes. They’re medium sized and sometimes very large diffs. Of course, this isn’t a solo endeavor. My team reviews everything deeply. The leverage comes from combining human judgment with automated generation.\n\nThis feels like a phase transition. When production cost approaches zero, differentiation comes from taste.\n\nWe’re about to ship something that leans directly into this idea.\n\nIt’s an extraordinary moment to be building software.",
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    "author_name": "Ahmad Awais",
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    "text": "Taste is the biggest engineering moat for you & your team.\n\nI’ve been experimenting with a new workflow, and it has dramatically increased my productivity as a developer.\n\nI’m planning to document the entire process and share it more broadly, because I think we’re collectively still early in understanding how to work effectively in this new paradigm.\n\nTyping speed is dead. Boilerplate is dead. “Lines of code” as a metric is dead. Your ability to steer LLMs is proportional to the time and energy spent on building your coding taste.\n\nWe're passing through a time where code is abundant and taste is scarce.\n\nThere are still questions I’m obsessing over. How do you train your brain to context switch across ten branches, twenty worktrees, and multiple agents without losing coherence? How do you maintain a clean internal map of a constantly shifting system when generation is effectively free?\n\nAt any given moment, I might be juggling ten or twenty VS Code windows, dozens of worktrees, multiple branches, and several agents running in parallel. It’s easy to lose the thread. I’ve even considered systematic color coding just to reduce cognitive load. I’m curious how others are managing this level of parallelism.\n\nI’ve been building internal tooling to support this workflow, and I’m excited to launch it next week.\n\nA big part of how I think about this is something I call taste driven development.\n\nIn a world where code generation is abundant, the bottleneck shifts. It’s no longer about how fast you can type. It’s about judgment. It’s about taste.\n\nEvery developer has an internal reward model trained over years. How you name variables. When you extract a function. Which abstractions you tolerate. What “clean” feels like. That invisible structure is your real edge.\n\nThe interesting dynamic is that the more you code in this setup, the more your coding agent learns you. It observes which diffs you accept, which ones you rewrite, how you name things, how you structure modules, what abstractions you consistently prefer. Over time, it begins to condition on your priors. It starts to approximate your aesthetic.\n\nYou are not just writing software. You are operating one level above the syntax.\n\nThis creates a feedback loop. Your taste shapes the agent. The agent accelerates your output. Increased output exposes you to more design decisions, which sharpens your taste. The system increasingly produces code that looks like something you would have written yourself.\n\nCoding has become fun again in a very pure sense. You’re not just implementing functions. You’re orchestrating systems. You’re shaping abstractions. You’re steering.\n\nFor me, this shift has been genuinely transformative. After building over a thousand repositories and a few hundred open source projects, I did not expect to feel this kind of step function again. But the ceiling has moved.\n\nMy strong prior is that many services with heavy, complicated UIs will eventually collapse into simple APIs paired with excellent CLIs. The UI becomes optional. \n\nWhile API is the product, CLI is the power tool. I’ve been building CLIs for a long time, and even created a course, nodecli[.]com, to teach developers how to build their own. My GitHub README probably lists seventy or eighty of them.\n\nWhat’s becoming clear is that agentic engineering is qualitatively different from traditional software engineering. It’s not just a faster autocomplete. The experience of flow changes. \n\nYou spend more time reasoning about system design, decomposition, naming, and orchestration. The mechanics shift upward a level. Even constraints like model context windows and caching behavior start influencing how you structure your projects and workflows.\n\nIn the past 48 hours, I’ve opened around eighty pull requests. These aren’t trivial one file changes. They’re medium sized and sometimes very large diffs. Of course, this isn’t a solo endeavor. My team reviews everything deeply. The leverage comes from combining human judgment with automated generation.\n\nThis feels like a phase transition. When production cost approaches zero, differentiation comes from taste.\n\nWe’re about to ship something that leans directly into this idea.\n\nIt’s an extraordinary moment to be building software.",
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    "text": "RT @MrAhmadAwais: Taste is the biggest engineering moat for you &amp; your team.\n\nI’ve been experimenting with a new workflow, and it has drama…",
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    "text": "The pace at which we have been shipping PRs today is unbelievable. All the team is working on a weekend.\n\nWe are getting ready to launch an amazing product this next week, T-3 coming your terminal.\n\nI think on a daily basis I am building at least 2-3 new workflows. This is how fast engineering is changing.",
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    "text": "The pace at which we have been shipping PRs today is unbelievable. All the team is working on a weekend.\n\nWe are getting ready to launch an amazing product this next week, T-3 coming your terminal.\n\nI think on a daily basis I am building at least 2-3 new workflows. This is how fast engineering is changing.",
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    "text": "Reviewing is more engineering than writing code now.",
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    "text": "I’ve been doing exponential for a while it seems haha. 100x this in private repos atm about to go open source too. https://t.co/kBjsg3qlG8",
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    "text": "launching the best thing I have ever made this wed and my brain is ping ponging between “i’m a genius” and “delete everything and move to a cabin.”\n\nequal parts excitement and respect for the complexity. \n\nsomewhat similar feeling to when i gave a conf talk for the first time, and thought why the heck did i sign up for this to shoot this is awesome. \n\nwish me luck!!",
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    "text": "I don't know how you all are surviving staying in terminal without setting line height to 1.45\n\n\"terminal.integrated.lineHeight\": 1.45,",
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    "text": "I don't know how y'all are surviving staying in terminal without setting line height to 1.45. I live in there all day long and for a decade that's the line height I have stayed with. \n\n\"terminal.integrated.lineHeight\": 1.45,\n\"terminal.integrated.fontSize\": 16,\n\"terminal.integrated.fontFamily\": \"'Operator Mono', 'Inconsolata for Powerline', monospace\",",
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    "text": "I don't know how y'all are surviving staying in terminal without setting line height to 1.45. I live in there all day long and for a decade that's the line height I have stayed with. \n\n\"terminal.integrated.lineHeight\": 1.45,\n\"terminal.integrated.fontSize\": 16,\n\"terminal.integrated.fontFamily\": \"'Operator Mono', 'Inconsolata for Powerline', monospace\",",
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    "created_at": "Tue Feb 24 11:04:06 +0000 2026",
    "text": "So excited about the launch tomorrow I can’t get myself to sleep. Or is this anxiety?! oh no…",
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    "text": "Is this what AI ads look like. Bullcrap. \n\nI was talking to Perplexity pro about making iphone apps and it started pitching itself to me instead of answering my question. \n\nNo taste. Just slop. https://t.co/h2F9b4j9Fz",
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    "text": "What should we launch tomorrow … t-1.",
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    "text": "launching … tomorrow morning!! https://t.co/ckKLvIfbi2",
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    "text": "RT @ivanburazin: Amazing!",
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    "text": "RT @fkadev: Skills are good. But, tell me about the “taste” ✨",
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    "text": "RT @PWVentures: PWV is proud to lead @CommandCodeAI $5M seed round.\n\n@MrAhmadAwais and team are building the first coding agent that learns…",
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    "text": "RT @markodenictech: These tools aren't just about efficiency; they’re about shifting the focus back to building cool stuff instead of wrest…",
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    "text": "RT @mceoin: Congrats on the launch @MrAhmadAwais!",
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    "text": "RT @huan2027: Congratulations my friend , looking forward to learning it with my next Ship. Fail project!",
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    "url": "https://x.com/MrAhmadAwais/status/2026836678787346635",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Thu Feb 26 01:48:15 +0000 2026",
    "text": "man this is exactly the thing that's been eating at me too.  \n\n\"Getting everything I ask for and nothing I want\" is the most accurate description of AI coding nowadays.  i hate the fact that llms are statistical average of the internet's code. even if the code is correct. it's never yours.   \n\nthis pushed me to build @CommandCodeAI. a coding agent that learns my coding taste, to code like me.\n\nfor me, it's the little things, this package vs that package. doesn't know i prefer Commander.js over yargs.  \n\nit doesn't know any of the thousands of micro-decisions i've built up over 25 years of actually writing code.  \n\nand no none of the rules files fix it. you write them once, your codebase evolves 100 times, now they're conflicting to have. \n\ni saw theo made a video on deleting agents/claud md files, i never liked these files so never really had them.  \n\ni think you shouldn't feel odd. the tooling is broken, not you. the problem isn't that you can't vibe code. the problem is no agent has ever bothered to learn how YOU code.  \n\ni was literally focused on this problem for 18+ months, and just launched command code to do just that. learn my coding taste.  \n\nand fun fact transformers ended up being the issue, so went with meta neuro-symbolic ai model arch. which is mostly use in aviation so have stricter guardrails.  \n\ncoding agent that watches your accepts, rejects, and edits and builds your coding taste over time. so the output stops feeling like someone else's code you're babysitting.  \n\ninternally we've been calling it taste driven development, but to me its personalization of a coding agent.  \n\nnot gonna drop links here, it's pinned on my profile if y'all're curious.\n\nbut honestly just wanted to say: you're not crazy for feeling this. The \"everyone on twitter is shipping with vibes\" thing is odd and weird. \n\nthe people who care about their craft are all feeling this exact same thing quietly.",
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    "url": "https://x.com/MrAhmadAwais/status/2027157147428253848",
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    "author_name": "Ahmad Awais",
    "created_at": "Thu Feb 26 23:01:41 +0000 2026",
    "text": "Coding with taste is awesome!\n\nYesterday, we launched Command Code.\n\nThe first coding agent that builds both software and your coding taste. There's nothing like this atm.\n\nCommand Code uses:\n- LLMs (claude opus/sonnet/haiku) for coding. \n- MNS (taste-1 model) for learning/managing your taste.\n\nThousands of developers have started using it already. \n\nI recorded a quick video on how it works. \n\nAnd if you used Claude Code or Codex in the same project, Command Code will offer to learn your coding taste from your previous sessions. \n\nMany developers have shared a bunch of fun things they found in their preferred engineering taste, that wasn't apparent to them before and cmd picked up on it. \n\nWhat's your coding taste like? \n$ npm i -g command-code \n\nRun this in a project and find out.",
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    "url": "https://x.com/MrAhmadAwais/status/2027195870215860354",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Fri Feb 27 01:35:33 +0000 2026",
    "text": "Most common reaction we're getting on @CommandCodeAI is that it's unlike anything that existed before. \n\nCompletely new taste driven development workflow. \n\nCheck the launch https://t.co/9g6shIkNBM",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Fri Feb 27 01:41:30 +0000 2026",
    "text": "Have you tried this yet? It's Command Code. :)",
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    "author_name": "Ahmad Awais",
    "created_at": "Fri Feb 27 04:01:55 +0000 2026",
    "text": "RT @MrAhmadAwais: @ThePrimeagen man this is exactly the thing that's been eating at me too.\n\n\"Getting everything I ask for and nothing I wa…",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Fri Feb 27 04:06:49 +0000 2026",
    "text": "RT @MrAhmadAwais: Coding with taste is awesome!\n\nYesterday, we launched Command Code.\n\nThe first coding agent that builds both software and…",
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    "url": "https://x.com/MrAhmadAwais/status/2027389004480487736",
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    "author_name": "Ahmad Awais",
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    "text": "A developer installed Command Code, pointed it at a new project, and started coding like they normally do.\n\nFor the first few hours, it was just another AI coding agent. Correct output. Generic patterns. The usual.\n\nBy day three, something shifted. The agent stopped suggesting console.log for debugging and started using the developer's custom logger. It stopped generating default exports and switched to named exports. It started structuring tests the way this specific developer structures tests.\n\nNobody told it to do any of this.\n\nThis is the part that fascinates me most: the learning loop mirrors how a junior developer absorbs a senior's style by pair programming. It watches. It picks up patterns. It adjusts. Except it does it from every accept, reject, and edit, continuously.\n\nWe measured the correction loops. Week one, developers were making 1.5 edits per suggestion. By month one, it dropped to 0.3. The agent was generating code that looked like theirs on the first pass.\n\nWe're approaching a world where developers work alongside AI agents for most of their output. And when that happens, the differentiator between useful AI and frustrating AI comes down to one thing:\n\nWhether the agent knows your coding taste.\n\nCorrectness was the first problem to solve. Every model can do that now. The next problem is alignment to the individual. \n\nHow you name things. When you extract helpers. Which abstractions you reach for. The thousand micro-decisions that make code feel like yours versus feel like you're babysitting someone else's work.\n\nThat said, I'm always honest about where we are. This is early. The system learns patterns, not intentions. It won't anticipate architectural decisions you've never shown it. \n\nAnd taste is easier to capture for some patterns (naming, structure, formatting) than others (when to introduce a new abstraction, how to handle novel edge cases). We're not pretending this is solved.\n\nBut the trajectory is clear. Rules files decay. Fine-tuning is too expensive to update continuously. Skills give every developer the same output. None of these approaches treat your behavior as a signal.\n\nThe developer who has an AI agent that actually codes like them, that compounds their taste over weeks and months, is going to ship faster with fewer correction loops than someone fighting generic output every day.\n\nThat gap compounds. And it compounds fast.\n\nWe built Command Code for exactly this. \n\nnpm i -g command-code if you want to see it yourself.",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Fri Feb 27 15:07:01 +0000 2026",
    "text": "OpenAI is as safe as it gets. Random hot takes be damned. I think they’re gonna make plenty from ads too.",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sun Mar 01 16:17:19 +0000 2026",
    "text": "@iamncdai dm, gotta share something about haptics.",
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    "url": "https://x.com/MrAhmadAwais/status/2028233706918363648",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sun Mar 01 22:19:33 +0000 2026",
    "text": "Introducing `terminui` 📟\nA fast, double buffered toolkit for building terminal UIs.\n\nI wanted a TUI toolkit with a small core model, predictable double buffered rendering (only changed cells flush), and strict types.\n\nBuilt with Command Code.\n\nCore pipeline:\nBackend -> Terminal -> Frame -> Buffer -> Cells\n\nWidgets are pure render functions:\n`(area: Rect, buf: Buffer) => void`\n\nNo classes, no `this`, no hidden mutable UI tree.\n\n$ pnpm add terminui\n$ npm i terminui\n\nFrame loop is intentionally minimal:\n1) render into current buffer\n2) diff previous vs current (`bufferDiff`)\n3) draw only changed cells\n4) flush\n5) swap buffers\n6) clear next write buffer\n\nSo terminal I/O scales with what changed, not with full screen size every frame.\n\nCell model is tiny but expressive:\n- `symbol`\n- `fg` / `bg` / optional `underlineColor`\n- `modifier` bitmask\n\nDiffs are structural (symbol + colors + modifiers), so unchanged cells never hit the draw path.\n\nWide-char correctness is built in (CJK/fullwidth).\n`charWidth(codePoint)` detects width-2 glyphs, and writes a placeholder empty cell after them, which keeps cursor math, wrapping, and diffs stable across frames.\n\nLayout uses a small constraint solver:\n`Length`, `Percentage`, `Ratio`, `Min`, `Max`, `Fill`\n\n`splitLayout` does two passes:\n- resolve non-fill constraints first\n- distribute remaining space by fill weights\n\nThen leftover cells go to the last fill chunk for deterministic results.\n\nStyle system:\n- named ANSI colors + indexed(0..255) + 24-bit RGB\n- modifier bitflags (bold, italic, underline, etc)\n- additive/subtractive modifier composition via `patchStyle`\n\nThis makes style composition functional and predictable.\n\nBuilt-in widgets:\nBlock, Paragraph, List, Table, Gauge, LineGauge, Tabs, Sparkline, BarChart, Scrollbar, Clear\n\nStateful renderers exist where they should (selection/offset state), while rendering stays pure.\n\nBackend contract is deliberately tiny:\n`size`, `draw`, `flush`, `clear`, cursor get/set + hide/show\n\nSo you can swap in a Node backend, a test backend, or custom transport without changing widget code.\n\nExamples include:\n- primary-screen dashboard\n- alternate-screen multi-frame simulation\n- kitchen-sink demo (all widgets + constraints + styles)\n- live and one-shot weather dashboard (Open-Meteo)\n\nType safety baseline:\n`strict: true`, `noUncheckedIndexedAccess: true`, zero `any`.\n\nIf you build TUIs in TS and want composable primitives, try it:\n\n$ pnpm add terminui\n$ npm i terminui\n\nBuild something and share with me. :)",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sun Mar 01 22:19:33 +0000 2026",
    "text": "Start the repo here:\nhttps://t.co/Xc7JRvpnOL",
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    "url": "https://x.com/MrAhmadAwais/status/2028281220153667906",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Mon Mar 02 01:28:21 +0000 2026",
    "text": "shoot, instead typing \"commit\" i ended up typing \"ommit\" and my coding agent reverted last hour of work. \n\nfml!!!",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Mon Mar 02 07:52:05 +0000 2026",
    "text": "new: terminui now has a JSX layer (v: 0.3.0).\n\nThis is not “React in terminal” with a hidden reconciler.\nIt is a thin authoring layer over the same deterministic core.\n\nWhat’s new:\n\n- JSX runtime support (jsx, jsxs, Fragment) with strict TS typing.\n- Terminal-native JSX renderer and helpers:\n- terminalDrawJsx(...)\n- terminalLoopJsx(...)\n- React-like primitives/aliases:\n- Column / Row\n- Panel / Box\n- Label / Text\n- Shorthand props for ergonomics:\n- gap, p/px/py, fg/bg, bold, title, border\n- New examples:\n- jsx-hello.tsx\n- jsx-dashboard.tsx\n- jsx-chatbot.tsx (interactive, alternate-screen, arrow-key chat scroll)\n\nThe important part: performance model is unchanged.\n\nJSX -> widget render calls -> Frame -> Buffer -> bufferDiff -> draw changed cells only\n\nNo mutable UI tree.\nNo full-screen repaint loop.\nNo loss of wide-char correctness.\n\nSo you get much better authoring DX while preserving the exact terminal rendering guarantees that terminui was built for.",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Mon Mar 02 13:46:14 +0000 2026",
    "text": "@mattpocockuk when you have minute please check your DMs. You must get plenty.",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Mon Mar 02 13:58:04 +0000 2026",
    "text": "most documentation landing pages fail the squint test\n\nif i can't tell what your tool does in 3 seconds with my eyes half-closed, you already lost me\n\ndocumentation that looks like a product gets read\ndocumentation that looks like an afterthought gets skipped\n\njust redesigned Command Code's docs with that in mind, I think it looks fantastic.\n\nhttps://t.co/ZCcqEvXzFQ",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Mon Mar 02 14:53:57 +0000 2026",
    "text": "RT @MrAhmadAwais: I asked Claude Code and Command Code to write a simple CLI for today's date.\n\n❌ Claude gave me console.log spaghetti.\n\n🤘…",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Tue Mar 03 03:44:14 +0000 2026",
    "text": "RT @MrAhmadAwais: Introducing `terminui` 📟\nA fast, double buffered toolkit for building terminal UIs.\n\nI wanted a TUI toolkit with a small…",
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    "author_name": "Ahmad Awais",
    "created_at": "Tue Mar 03 16:42:40 +0000 2026",
    "text": "Tempted to upgrade from M1 max to M5 Max. \n\nM1 Max · 64Gb · 1Tb\nM5Max · 128Gb · 2Tb https://t.co/DYWYmzZuoJ",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Tue Mar 03 21:19:39 +0000 2026",
    "text": "while i have your attention on this\n↓\nhttps://t.co/9g6shIkfMe",
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    "url": "https://x.com/MrAhmadAwais/status/2029005632481919243",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Wed Mar 04 01:26:54 +0000 2026",
    "text": "RT @MrAhmadAwais: Tempted to upgrade from M1 max to M5 Max. \n\nM1 Max · 64Gb · 1Tb\nM5Max · 128Gb · 2Tb https://t.co/DYWYmzZuoJ",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Wed Mar 04 07:06:49 +0000 2026",
    "text": "how do you use OpenClaw? list your usecase/prompts.",
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    "url": "https://x.com/MrAhmadAwais/status/2029212005027201509",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Wed Mar 04 15:06:57 +0000 2026",
    "text": "Didn't see this coming. Apple is winning the hardware race. \n$599 Macbook Neo is perfect for starters\nM5 Pro Max with 128GB is perfect for pros https://t.co/1G7NG5RDmn",
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    "url": "https://x.com/MrAhmadAwais/status/2029246394448449572",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Wed Mar 04 17:23:36 +0000 2026",
    "text": "Introducing `grepts` 🔍 \nA fast TypeScript grep - ripgrep reimagined for Node.js.\n\nI kept spawning ripgrep from Node.js and watching 5ms vanish per call. Fork, exec, pipe, parse stdout. So I built a grep that runs as a function call. 17μs.\n\nBuilt with Command Code.\n\n$ npm i grepts\n$ pnpm i grepts\n\nPipeline:\nnode ──fork──► sh ──exec──► rg\npipe stdout back\nparse string output\n~7.6ms per call\n\ngrepts from Node.js:\n\nnode ──► search()\nsame process\nsame V8 heap\n~17μs per call\n\n1 search:    who cares\n100 searches: 760ms vs 1.7ms\n1000 searches: 7.6s vs 17ms\n\nTwo search paths, picked at runtime:\n\n1) Literal fast path: pattern has no regex metacharacters? Drops to `indexOf` scanning. No RegExp allocated. Line numbers tracked incrementally in one forward pass.\n\n2) Regex path: `searchForwardScan()` walks by `\\n`, runs `regex.exec()` per line. One pass, no line array allocation.\n\nWalker uses `readdirSync` with `withFileTypes: true` (Dirent objects, no extra `stat` calls). \n\nBinary detection is Set lookup by extension, O(1). \n\n`.gitignore` handling is hierarchical: each dir inherits parent's ignore instance, reuses it if no local `.gitignore` exists.\n\nAsync mode: worker pool (`Math.min(cpus().length, 10)`), files chunked across workers. \n\nFallback: 64-way concurrent `readFile` with manual backpressure.\n\nPer-invocation cost:\ngrepts (in-process)  17μs 🤘\nripgrep (subprocess)  7.6ms\ngrep (subprocess)  5.9ms\n\n435x less overhead vs ripgrep. 1000 searches: \n16ms vs 7.6s.\n\n`grepts-async` beats ripgrep 1.34x on common patterns, 3.33x on large files. Worker pool saturates I/O without subprocess setup per query.\n\n```\nimport { search, searchOptionsSchema } from 'grepts';\n\nconst results = search(searchOptionsSchema.parse({\npattern: 'TODO',\npaths: ['./src'],\nignoreCase: true,\n}));\n// 17μs. No subprocess. \n// No IPC. \n// No stdout parsing.\n```\n\nZod validates at the boundary. \nTypes inferred from schemas. \n`readonly SearchResult[]` out, no mutation.\n\n$ npm i grepts\n$ pnpm i grepts\n\nIf you're building Node.js tools that search files, stop spawning subprocesses. Call a function.\n\nWhile it has feature parity with ripgrep, i'm still building out a couple of optimizations that will make it even faster on large codebases.",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Wed Mar 04 17:24:26 +0000 2026",
    "text": "Star the repo here\n↳ https://t.co/34h91TUYjj\n\nBuilt with @CommandCodeAI \nLet's go! 👊",
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    "author_name": "Ahmad Awais",
    "created_at": "Wed Mar 04 22:33:02 +0000 2026",
    "text": "Introducing 🍏 grepts\n\ngrepts is a TypeScript-native grep with full ripgrep feature parity that runs in-process. no subprocess spawn. just a function call.\n\ninteresting thing about grep in Node.js: every time you shell out to ripgrep, you pay ~5ms of fork+exec+pipe overhead. sounds small, but if you're building an IDE or a build tool, an ai agent (wink wink) that searches hundreds of times per second, it adds up fast.\n\nthe result: \n~16μs per invocation \nvs \n~5ms on ripgrep. \n\nthat's 323x faster under certain conditions.\n\nthe fastest IPC is no IPC. when your search engine lives in the same process as your application, you skip the entire OS process lifecycle. it's the same reason SQLite beats client-server databases for embedded use cases.\n\nworks as a CLI too (all the flags you'd expect: -i, -w, -g, -C, etc.), but the real win is the Node.js module API:\n\nimport { search } from 'grepts';\nconst results = search({ pattern: 'TODO', paths: ['./src'] });\n\nzero overhead. async concurrent I/O with 32-way parallelism. .gitignore support. the whole thing.\n\nbuild something useful with it!!",
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    "created_at": "Wed Mar 04 22:33:02 +0000 2026",
    "text": "Star the repo here\n↳ https://t.co/34h91TVw8R\n\nBuilt with @CommandCodeAI and my coding taste of fixing grep stuff in a couple of custom projects.",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Wed Mar 04 22:48:39 +0000 2026",
    "text": "Coding agents made it easy to write TypeScript.\nTypeScript is winning by a large margin.\n66% YoY growth.",
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    "text": "RT @MrAhmadAwais: Introducing 🍏 grepts\n\ngrepts is a TypeScript-native grep with full ripgrep feature parity that runs in-process. no subpro…",
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    "author_name": "Ahmad Awais",
    "created_at": "Thu Mar 05 01:33:00 +0000 2026",
    "text": "Google finally launched an official CLI (gmail, drive, sheets, gmail, calendar, admin, keep, meet 10+ more).\n\n$ npm i -g @⁠googleworkspace/cli\n$ npx skills add github:googleworkspace/cli\n\nMy prediction of 2026 being the year of CLI is coming true. https://t.co/RintK3kmmV",
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    "created_at": "Thu Mar 05 13:25:53 +0000 2026",
    "text": "RT @MrAhmadAwais: Google finally launched an official CLI (gmail, drive, sheets, gmail, calendar, admin, keep, meet 10+ more).\n\n$ npm i -g…",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Thu Mar 05 14:01:15 +0000 2026",
    "text": "While I have your attention, I practically live in the terminal… with your coding taste, you can too. \n\nShameless plug: try @CommandCodeAI",
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    "author": "MrAhmadAwais",
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    "created_at": "Thu Mar 05 14:02:24 +0000 2026",
    "text": "Terminal is eating the world (software).",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Thu Mar 05 17:04:37 +0000 2026",
    "text": "taking a day off today, but i can't seem to get away from my agents.",
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    "created_at": "Thu Mar 05 17:39:43 +0000 2026",
    "text": "launching a super fun cli today in an hour.",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Thu Mar 05 18:43:38 +0000 2026",
    "text": "RT @vipulgupta2048: Happy to announce, I joined @CommandCodeAI as their Developer Experience Engineer in January '26!\n\nCommand Code is a te…",
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    "url": "https://x.com/MrAhmadAwais/status/2029680947755733452",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Thu Mar 05 22:10:22 +0000 2026",
    "text": "Introducing chartli 📊\n\nCLI that turns plain numbers into terminal charts. ascii, spark, bars, columns, heatmap, unicode, braille, svg. \n\n$ 𝚗𝚙𝚡 𝚌𝚑𝚊𝚛𝚝𝚕𝚒 \n\nI wanted terminal charts with zero setup. No browser, no Python env, no matplotlib. Pipe numbers in, get a chart out.\n\nAgain built using Command Code with my CLI taste.\n\n$ npx chartli data.txt -t ascii -w 24 -h 8\n\n8 chart types spanning a fun range of Unicode density:\n\n- ascii (line charts with ○◇◆● markers)\n- spark (▁▂▃▄▅▆▇█ sparklines, one row per series)\n- bars (horizontal, ░▒▓█ shading per series)\n- columns (vertical grouped bars)\n- heatmap (2D grid, ░▒▓█ intensity mapping)\n- unicode (grouped bars with ▁▂▃▄▅▆▇█ sub-cell resolution)\n- braille (⠁⠂⠃ 2×4 dot matrix, highest density)\n- svg (vector output, circles or polylines)\n\nInput format is dead simple: rows of space-separated numbers. Multiple columns = multiple series.\n\n0.0 0.1 0.1 0.1\n0.2 0.4 0.2 0.4\n0.3 0.2 0.4 0.2\n\nComposes with pipes:\n\n$ cat metrics.txt | chartli -t spark\n\nS1 ▁▂▃▄▅▆\nS2 ▁▄▂▇▅█\nS3 ▁▂▄▃▆▅\nS4 ▁▄▂▇▂▇\n\nThe braille renderer is my fav. Each braille character encodes a 2×4 dot grid, so a 16-wide chart gives you 32 pixels of horizontal resolution. Free anti-aliasing from Unicode.\n\nThe bars renderer uses 4 shading levels (░▒▓█) to visually separate series without color. Works on any terminal, any font.\n\nHeatmap maps values to a 5-step intensity scale across a row×column grid, so you can spot patterns in tabular data at a glance.\n\nSVG mode has 2 render paths: circles (scatter plot) and lines (polylines). Output is valid XML you can pipe straight to a file or into another tool.\n\nZero config by default, every dimension overridable (-w width, -h height, -m SVG mode). \n\nNo config files. \nNo themes. \nNo dashboards.\n\n$ 𝚗𝚙𝚡 𝚌𝚑𝚊𝚛𝚝𝚕𝚒 \n\nOr global install it.\n$ npm i -g chartli\n\n# Skill for your agents\n$ npx skills add ahmadawais/chartli \n\nIf you work in terminals and want quick data visualization without leaving your workflow, try it.\n\n⌘ let's go!!",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Thu Mar 05 22:10:22 +0000 2026",
    "text": "Star the repo \n↳ https://t.co/SGlD1liOEg\n↳ https://t.co/u80LL7c7wA\n↳ Built with @CommandCodeAI \n↳ npm i -g command-code",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Fri Mar 06 06:52:11 +0000 2026",
    "text": "RT @tomosman: Awesome stuff.\n\nNice terminal charts via CLI.",
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    "text": "RT @yenFTW: Dang. That's hawt.",
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    "url": "https://x.com/MrAhmadAwais/status/2029906166235742687",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Fri Mar 06 13:05:18 +0000 2026",
    "text": "RT @MrAhmadAwais: Introducing chartli 📊\n\nCLI that turns plain numbers into terminal charts. ascii, spark, bars, columns, heatmap, unicode,…",
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    "author_name": "Ahmad Awais",
    "created_at": "Fri Mar 06 21:14:41 +0000 2026",
    "text": "Introducing ⌗ 𝚖𝚘𝚗𝚘𝚜𝚙𝚊𝚌𝚎𝚍 ⌗\n\nTiny web app that turns plain text into unicode monospace text.\n\nBrowse it on the web\n𝚖𝚘𝚗𝚘𝚜𝚙𝚊𝚌𝚎𝚍.𝚊𝚠𝚊𝚒𝚜.𝚍𝚎𝚟\n\nRun as a tiny rust based CLI\n$ 𝚗𝚙𝚡 𝚖𝚘𝚗𝚘𝚜𝚙𝚊𝚌𝚎𝚍\n\nI often find myself turning terminal commands into monospace style unicode text before posting on 𝕏.\n\nNo ads (lol).\nFixed-width. \nTypewriter-ish. \nTerminal-ish. \nCopy/paste anywhere.\n\nPaste text in, get unicode monospace out, copied to clipboard. \n\nAgain built using Command Code, with my frontend coding taste. 𝚌𝚖𝚍 is getting better at continuous learning, the more i build.\n\n𝚄𝚂𝙰𝙶𝙴: \n\nPlain text in:\n$ npx chartli\n\nMonospace out:\n$ 𝚗𝚙𝚡 𝚌𝚑𝚊𝚛𝚝𝚕𝚒\n\nUseful for a bunch of things:\n- 𝕏 posts\n- code snippets\n- retro typewriter vibes\n- fixed-width tabular data\n- old-school terminal aesthetics\n- bios, captions, handles, posts\n\nThe nice part is this is real text, not a styled image.\n\nUnder the hood the app maps regular Latin letters and digits to Unicode monospace code points.\n\nSo the output is still copyable text that usually works across X, Facebook, SMS, notes, docs, and websites.\n\nCurrent behavior is intentionally simple:\n\n1. paste text\n2. convert instantly\n3. auto-copy when possible\n\n⌘",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Fri Mar 06 21:14:42 +0000 2026",
    "text": "Star the repo  \n↳ https://t.co/QJHJSzJETD\n↳ https://t.co/AP4KWWcvff\n↳ Built with @CommandCodeAI\n↳ npm i -g command-code",
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    "created_at": "Sat Mar 07 00:29:19 +0000 2026",
    "text": "RT @MrAhmadAwais: Introducing ⌗ 𝚖𝚘𝚗𝚘𝚜𝚙𝚊𝚌𝚎𝚍 ⌗\n\nTiny web app that turns plain text into unicode monospace text.\n\nBrowse it on the web\n𝚖𝚘𝚗𝚘𝚜𝚙𝚊…",
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    "text": "RT @agkTF: This is brilliant. 👏",
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    "author": "MrAhmadAwais",
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    "text": "RT @MrAhmadAwais: Big announcement today.\n\nWe raised $5M to build the first coding agent that continuously learns your coding taste.\n\nIntro…",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sat Mar 07 17:07:14 +0000 2026",
    "text": "Built three really cool rust projects this morning, gotta launch this thing, I’m having unbelievably productive time shipping with my coding taste. \n\nHit like a billion tokens this week, just 9K shy of a billion. And model usage continues to simplify, starting with opus, and now mostly Haiku. Taste x haiku is a great combo. \n\nExperimenting with gpt 5.4 thinking as well, coming to Command Code next week. \n\nI’m not even watching TV anymore even in my free time it is so amazing to continue to build everything you ever wanted to build. This is probably the first time I’m actually running a little bit low on the things I need to build. \n\nI’ve got like a couple of dozens of ideas left. I can’t believe this is what we have come to and how quickly.",
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    "url": "https://x.com/MrAhmadAwais/status/2030351486170042603",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sat Mar 07 18:34:51 +0000 2026",
    "text": "just open sourced 𝚝𝚎𝚡𝚝𝚎𝚡𝚙𝚊𝚗𝚍𝚎𝚛-𝚝𝚘-𝚛𝚊𝚢𝚌𝚊𝚜𝚝 ⌨️\n\ncli to convert textexpander snippets to raycast snippets.\n\ni used textexpander for a decade but started switching to raycast. only problem was migrating 1568 snippets.\n\ntextexpander acts as an overfitted model on your keystrokes. it memorizes passwords, tokens, and private data. high entropy noise.\n\n$ 𝚗𝚙𝚡 𝚝𝚎𝚡𝚝𝚎𝚡𝚙𝚊𝚗𝚍𝚎𝚛-𝚝𝚘-𝚛𝚊𝚢𝚌𝚊𝚜𝚝\n\ni wanted a clean migration with zero manual export. no xml fiddling or leaky suggested snippets. read weights directly from source plist and map to raycast json.\n\nbuilt using command code with my cli taste.\n\ntechnical pipeline:\n- access: direct binary plist reading via application support.\n- merge: relational uuid join of snippets and groups.\n- filter: drop overfitted suggested snippets by default.\n- mapping: deterministic type conversion and text stripping.\n\nverification is built-in. check counts via node one-liners:\n$ 𝚗𝚘𝚍𝚎 -𝚎 \"𝚌𝚘𝚗𝚜𝚘𝚕𝚎.𝚕𝚘𝚐(𝚛𝚎𝚚𝚞𝚒𝚛𝚎('./𝚜𝚗𝚒𝚙𝚙𝚎𝚝𝚜.𝚓𝚜𝚘𝚗').𝚕𝚎𝚗𝚐𝚝𝚑 + ' 𝚜𝚗𝚒𝚙𝚙𝚎𝚝𝚜')\"\n\nreview overfitted data separately:\n$ 𝚗𝚙𝚡 𝚝𝚎𝚡𝚝𝚎𝚡𝚙𝚊𝚗𝚍𝚎𝚛-𝚝𝚘-𝚛𝚊𝚢𝚌𝚊𝚜𝚝 𝚜𝚞𝚐𝚐𝚎𝚜𝚝𝚎𝚍\n\napplescript and shell logic is preserved as searchable text. rich text is stripped to plain text. no manual exports. no noise. no leaks.\n\n$ 𝚗𝚙𝚡 𝚝𝚎𝚡𝚝𝚎𝚡𝚙𝚊𝚗𝚍𝚎𝚛-𝚝𝚘-𝚛𝚊𝚢𝚌𝚊𝚜𝚝\n\nif you are optimizing your local setup, this should save you quite a few gradient descent steps.\n\n⌘ let's go!!",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sat Mar 07 18:34:51 +0000 2026",
    "text": "star the repo\n└ https://t.co/sxzhabl72A\n└ https://t.co/atTa9iJle4\n└ built with @CommandCodeAI\n└ $ npm i -g command-code",
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    "url": "https://x.com/MrAhmadAwais/status/2030434171718611403",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sun Mar 08 00:03:24 +0000 2026",
    "text": "RT @MrAhmadAwais: just open sourced 𝚝𝚎𝚡𝚝𝚎𝚡𝚙𝚊𝚗𝚍𝚎𝚛-𝚝𝚘-𝚛𝚊𝚢𝚌𝚊𝚜𝚝 ⌨️\n\ncli to convert textexpander snippets to raycast snippets.\n\ni used textexpan…",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sun Mar 08 01:00:06 +0000 2026",
    "text": "stopped watching TV lately. not because i'm disciplined. because building with coding agents (Command Code) became more interesting than Netflix.\n\nsounds absurd. but i'm polyphasic. wake up twice a day. used to split it: once for work, once for TV. now both sessions are building sessions.\n\nwhat changed: the agent actually learns how i code. my guard clause preference. my CLI patterns from 200+ tools over 10 years. functional style. it picks up my architecture decisions without me explaining them every time.\n\nthe result isn't just speed. it's that i can trust the output without the usual \"let me rewrite half of this\" step. i'm shipping a project most days now because the friction dropped to nearly zero.\n\nhere's what i didn't expect: rebuilding old projects to teach Command Code my taste is more valuable than i thought. each one reinforces patterns i want the agent to know. not because my way is universal, but because consistency matters when you're working at this pace.\n\nif you're using coding agents seriously, curious what surprised you most about how your workflow actually changed.",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sun Mar 08 20:32:58 +0000 2026",
    "text": "I felt this way for two years. Like I’m losing myself as an engineer. The sloppy AI code works but I don’t like it. \n\nThis was the prime reasons why I worked on continuous learning of my coding taste with a coding agent (Command Code check pinned post on my profile for more). \n\nI focus on crafting great projects, steering my agent to things I like, hand coding a bunch of complex code, all of which is a great learning system. \n\nAnd it brings me joy. It feels more like what I’d do when I see code written in the way I’d have written it in the first place. \n\nTaste coding or whatever you choose to call it feels a whole different and personal. It’s a prior of me. It’s conditioned on my taste. Only faster. \n\nAnd when it’s not, that’s an opportunity for me to teach it why not vs getting worked up by why am I letting AI code on my behalf, wth is this code, and more similar sentiments. \n\nI recommend everyone try to build their taste as skills and actively work on it. Also what I’m focused on as a problem worth solving.",
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    "author_name": "Ahmad Awais",
    "created_at": "Mon Mar 09 03:02:30 +0000 2026",
    "text": "RT @tenobrus: wow it's so cool that they added our favorite feature from the Claude Code CLI to the desktop app https://t.co/evcMJBWDf0",
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    "author": "MrAhmadAwais",
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    "created_at": "Mon Mar 09 03:48:59 +0000 2026",
    "text": "fun fact I’ve been polyphasic since 2013, it’s how i got to ship hundreds of open source projects before all the AI. \n\nand how i wake up for work and then for tv every single day, fresh, twice a day.",
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    "author_name": "Ahmad Awais",
    "created_at": "Mon Mar 09 05:44:37 +0000 2026",
    "text": "ship before sunday ends. \n\nintroducing plist-next 📋\n\ni wanted a modern plist parser that just works. no bloat, no legacy baggage, just typescript + strict types + zod validation.\n\nthe original plist.js is solid, but it's 2026. we can do better with types.\n\nplist-next\n• TypeScript first - strict mode, full type safety\n• Zod validation at boundaries - catch errors early\n• 45 comprehensive tests - edge cases covered\n• ESM + CJS - both module formats, tree-shakeable\n• Zero CLI dependencies - library stays lean\n\n$ npm install plist-next\n\nalso ships with a CLI:\n$ npx cli-plist\n$ plist parse Info.plist\n$ plist build '{\"name\":\"app\"}'\n\nparse xml plists to js objects:\nconst { parse } = require('plist-next');\nconst data = parse(xmlString);\n\nbuild js objects back to xml:\nconst { build } = require('plist-next');\nconst xml = build(data);\n\nhandles nested dicts, arrays, dates, buffers, booleans. all the plist types.\n\nif you work with plists and want modern tooling, give it a try.",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Mon Mar 09 05:44:37 +0000 2026",
    "text": "star the repo \n└ https://t.co/GSmBBhWKDK\n└ https://t.co/SkebavemDI\n└ built with @CommandCodeAI\n└ $ npm i -g command-code",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Mon Mar 09 14:07:36 +0000 2026",
    "text": "RT @MrAhmadAwais: I felt this way for two years. Like I’m losing myself as an engineer. The sloppy AI code works but I don’t like it. \n\nThi…",
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    "url": "https://x.com/MrAhmadAwais/status/2031021459301445956",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Mon Mar 09 14:57:05 +0000 2026",
    "text": "Code reviews are absolutely broken now. \n\nCode reviews have become a real bottleneck. The cognitive load alone is a thing worth looking into. \n\nWhat are you doing to make your code reviews faster? I'm deeply interested in solving this problem. \n\nHave made a bunch of workflows that we plan to ship in Command Code, but would love to hear all the things y'all are doing to deal with say 40-50 PR reviews a day. Or whatever amount you're shipping (every project is different).",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Tue Mar 10 05:49:51 +0000 2026",
    "text": "Something is so wrong with LLMs today. I basically stopped using anything and took a break. \n\nAbsolutely sloppy code across the coding agents. Too much demand causing the compute to be spread thin I guess?\n\nBeen coding by hand today. What’s up? Taste helped to a point.",
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    "url": "https://x.com/MrAhmadAwais/status/2031448507522101418",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Tue Mar 10 19:14:01 +0000 2026",
    "text": "Coding without taste is absolute slop. If you and your team doesn’t invest time in building your coding taste, more and more sloppy code will slip into your systems. Causing major incidents like the ones Amazon is dealing with nowadays.",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Tue Mar 10 20:26:36 +0000 2026",
    "text": "@raycast got a problem. snippets do not expand in VS Code markdown files, unsure why, i recently dropped textexpander for raycast snippets (made a cli to export snippets too), textexpander worked fine, raycast not. \n\nsend help!",
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    "url": "https://x.com/MrAhmadAwais/status/2031476826032509300",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Tue Mar 10 21:06:32 +0000 2026",
    "text": "Introducing mmmodels 𝌭\n\n𝚖𝚖𝚖𝚘𝚍𝚎𝚕𝚜 is a CLI for browsing, filtering, and exploring AI models from hundreds of providers.\n\nBuilt for both humans and agents.\n\n$ 𝚗𝚙𝚡 𝚖𝚖𝚖𝚘𝚍𝚎𝚕𝚜\n\nI wanted one terminal-native place to answer questions like:\n- what models exist (fuzzy search)\n- who ships them at what price\n- how much context they have\n- what they cost (esp caching)\n- which ones support tools, reasoning, files, or structured output\n\nThe data is all there. The workflow as a CLI was missing.\n\nCognitive load of issues like: Name drifts. IDs collide across providers. Pricing and capability metadata changes constantly. The browser/tab workflow is too slow if you do this often (as someone building a frontier coding agent).\n\nAgain built with Command Code, with my CLI taste.\n\nWhat it does well:\n\n- no-arg interactive TUI for browsing `mmmodels` all you need\n- fuzzy search across model IDs, model names, and provider names\n- filtering by provider, capabilities, and status\n- explicit sorting and limiting with `--sort` and `--limit`\n- agent-friendly output with `--fields`, `--ids-only`, `--ndjson`, and `--json`\n- width-aware terminal tables that fail cleanly instead of overflowing\n- `--plain` mode for scripts, CI, and remote boxes\n- local disk cache with offline-friendly fallback behavior\n\nA few examples:\n\n$ mmmodels claude\n$ mmmodels list --provider anthropic --table\n$ mmmodels search gpt --provider openai --json\n$ mmmodels search claude --fields id,provider_id,limit.context,cost.input\n\nOne subtle feature I like: provider-aware ranking.\n\nIf the same model family appears from multiple providers, search prefers the default source for that family instead of returning an arbitrary duplicate first.\n\nUnder the hood the search is custom-scored. PRs welcome.\n\nQueries are tokenized, normalized, version-aware, and AND-matched across candidates. Version tokens like `4.6` are handled carefully so they do not accidentally match `4.5`.\n\nCaching is simple on purpose:\n\n- in-process cache\n- disk cache in tmp\n- network fetch from source\n- do --sync or -s with any command to fetch live\n\nNormal mode goes memory -> disk -> network.\n\nIf the fetch fails, it falls back to disk cache instead of hard-failing.\n\nTables are width-aware.\n\nEach column has min/max widths and alignment. The renderer fits the table to the current terminal width, and if the requested columns still do not fit, it errors instead of wrapping into unreadable soup.\n\n`--plain` actually means plain:\n\n- no banner\n- no color\n- no spinner\n- booleans rendered as `yes/no`\n- ASCII connectors instead of box-drawing glyphs\n\nNo dashboards.\nNo browser spelunking. Big win. Need I say more.\n\nJust:\n$ npx mmmodels\n\nOr install it globally:\n$ npm i -g mmmodels\n\nIf you work with models a lot and prefer terminals over tabs, try it.\n\n⌘ Built with Command Code.",
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    "created_at": "Tue Mar 10 21:06:33 +0000 2026",
    "text": "star the repo \n└ https://t.co/0PL7llsCVi\n└ https://t.co/Es0eTl6WQq\n└ built with @CommandCodeAI\n└ $ npm i -g command-code",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Wed Mar 11 14:24:57 +0000 2026",
    "text": "mfs will do anything but review the code",
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    "author": "MrAhmadAwais",
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    "created_at": "Wed Mar 11 19:45:22 +0000 2026",
    "text": "RT @MrAhmadAwais: Introducing mmmodels 𝌭\n\n𝚖𝚖𝚖𝚘𝚍𝚎𝚕𝚜 is a CLI for browsing, filtering, and exploring AI models from hundreds of providers.\n\nB…",
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    "url": "https://x.com/MrAhmadAwais/status/2032208308132856085",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Thu Mar 12 21:33:11 +0000 2026",
    "text": "Introducing chartli 📊𝚟𝟷 \n\nCharts in your terminal. CLI that turns plain numbers into terminal charts. ascii, spark, bars, columns, heatmap, unicode, braille, svg.\n\n$ 𝚗𝚙𝚡 𝚌𝚑𝚊𝚛𝚝𝚕𝚒\n\nI wanted terminal charts with zero setup. No browser, no weird clunky UI, no matplotlib. \n\nPipe numbers in, get a chart out.\n\nBuilt with Command Code using my CLI taste.\n\nNEW in v1.0: Chart labels & annotations!\n• --x-axis-label: Add titles to axes\n• --y-axis-label: Label your dimensions\n• --x-labels: Custom tick labels\n• --series-labels: Name your data series\n• --data-labels: Show raw values on the chart\n• --first-column-x: Treat first column as x-axis domain\n\n$ 𝚗𝚙𝚡 𝚌𝚑𝚊𝚛𝚝𝚕𝚒 𝚍𝚊𝚝𝚊.𝚝𝚡𝚝 -𝚝 𝚊𝚜𝚌𝚒𝚒 -𝚠 𝟸𝟺 -𝚑 𝟾\n\nChart types spanning a fun range of Unicode density:\n• ascii (line charts with ○◇◆● markers)\n• spark (▁▂▃▄▅▆▇█ sparklines, one row per series)\n• bars (horizontal, ░▒▓█ shading per series)\n• columns (vertical grouped bars)\n• heatmap (2D grid, ░▒▓█ intensity mapping)\n• unicode (bars  ▁▂▃▄▅▆▇█ sub-cell resolution)\n• braille (⠁⠂⠃ 2×4 dot matrix, highest density)\n• svg (vector output, circles or polylines)\n\nInput format is dead simple: rows of space-separated numbers. Multiple columns = multiple series.\n\nComposes with pipes:\n\n$ 𝚌𝚊𝚝 𝚖𝚎𝚝𝚛𝚒𝚌𝚜.𝚝𝚡𝚝 | 𝚌𝚑𝚊𝚛𝚝𝚕𝚒 -𝚝 𝚜𝚙𝚊𝚛𝚔\n\nday    ▁▂▃▄▅▆\nsales  ▁▄▂▇▅█\ncosts  ▁▂▄▃▆▅\nprofit ▁▄▂▇▂▇\n\nThe braille renderer is my fav. Each braille character encodes a 2×4 dot grid, so a 16-wide chart gives you 32 pixels of horizontal resolution. Free anti-aliasing from Unicode.\n\nThe bars renderer uses 4 shading levels (░▒▓█) to visually separate series without color. Works on any terminal, any font.\n\nHeatmap maps values to a 5-step intensity scale across a row×column grid, so you can spot patterns in tabular data at a glance.\n\nday    |███████| 0.67\nsales  |▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓▓| 1.00\ncosts  |▒▒▒| 0.53\nprofit |░░░░░░░░░░░| 0.83\n\nMetrics Count\n176     29     10\n█\n█\n█\n█\n█                ▓             ▒\n█                ▓             ▒\n────────────────────\nvisits         trials        paid\n\nSVG mode has 2 render paths: circles (scatter plot) and lines (polylines). Output is valid XML you can pipe straight to a file or into another tool.\n\nday=●  sales=○  costs=◆  profit=◇\n1   │                       ○\n     │\n     │             ◇         ◇\n     │                  ◆    ●\n.5 │                  ●    ◆\n     │    ◇    ◆   ●\n     │         ○   ◆\n0  │◇   ◆    ◇        ◇\n└────────\n\nExample with labels:\n$ npx chartli weekly-signups.txt -t ascii -w 28 -h 8 --first-column-x --data-labels\n\nsignups\n91 │                      ●   87\n      │                     91    ●\n      │            73\n      │             ●   68\n66 │   58             ●\n      │    ●   49\n      │42       ●\n42 │●\n    └────────\n        1   2    3   4    5   6   \nday\n\nZero config by default, every dimension overridable (-w width, -h height, -m SVG mode). No config files. No themes. No dashboards.\n\n# run instantly\n$ npx chartli\n\n# Or install globally\n$ npm i -g chartli\n\nIf you work in terminals and want quick data visualization without leaving your workflow, try it.\n\n⌘ build your next cli with my coding taste, that i've perfected after building/open-sourcing hundreds of CLIs. \n\nshortest tutorial in the world in the post below ↓",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Thu Mar 12 21:33:12 +0000 2026",
    "text": "Star it \n↳ https://t.co/MBuDkgjS3G\n|\n↳ Built with @CommandCodeAI [https://t.co/BObO7YJ9v5]\n|    npm i -g command-code\n|\n|    # how?\n|    $ cd my-cli-project\n|\n|    # pull my coding taste\n↳ $ npx taste pull ahmadwais/cli\n|\n↳ $ cmd \"build me a CLI with Ahmad's taste that …\"",
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    "url": "https://x.com/MrAhmadAwais/status/2032263787924111405",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Fri Mar 13 01:13:39 +0000 2026",
    "text": "I got Amjad @amasad to invest in @CommandCodeAI back when Replit was a $2M ARR company, before the $9B decacorn it is today. I've been fortunate and intentional to have great founders on our cap table.\n\nFollowed Amjad's work for a long time. He's one of those founders who just quietly, consistently executes at a high level. Few people sustain that kind of output over 10+ years. It's rare and I have a lot of respect for it.",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Fri Mar 13 13:27:26 +0000 2026",
    "text": "RT @MrAhmadAwais: Introducing chartli 📊𝚟𝟷 \n\nCharts in your terminal. CLI that turns plain numbers into terminal charts. ascii, spark, bars,…",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Fri Mar 13 13:31:51 +0000 2026",
    "text": "If you haven’t tried Command Code yet, you are missing how powerful taste driven development is.",
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    "url": "https://x.com/MrAhmadAwais/status/2032684568508272661",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sat Mar 14 05:05:41 +0000 2026",
    "text": "I’ve seen a lot of ways to destroy credibility fast, but this might be the most efficient one\n\nLies and liars everywhere. A product that's not even launched, claiming to be top of the benchmarks, with marketing copy like nothing people have seen before.\n\nTurns out to be a complete lie. Gaming and literally cheating the benchmark. All for what?\n\nAlso, the product is not even their own. Forked Gemini CLI. Unbelievable.\n\nBenchmarks are so gamed at this point they’re basically meaningless. Ship real products. That’s the only benchmark that matters.\n\nDevelopers figure this out fast.",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sun Mar 15 00:44:46 +0000 2026",
    "text": "Fast compact mode in Command Code is so good.\n\nIt has tiered context compaction. You don't lose the context that matters. Super helpful when you're deep into a coding session and want to debug something soon as possible.\n\nIt does burn lots of tokens, 30M tokens in an hour or so yesterday, tens of parallel agents, all helped me debug a silly streaming bug that would otherwise have taken me several hours or days. \n\nHard to explain what it's like, you have to try it yourself.",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sun Mar 15 01:55:08 +0000 2026",
    "text": "I can't believe how bad other coding agents are at compacting context. It was one of my biggest frustrations when using Claude Code.\n\nIn Command Code, we built compaction in a much different way. You'd wanna check out Fast Compact Mode.",
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    "author": "MrAhmadAwais",
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    "text": "RT @MrAhmadAwais: Fast compact mode in Command Code is so good.\n\nIt has tiered context compaction. You don't lose the context that matters.…",
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    "url": "https://x.com/MrAhmadAwais/status/2033315998968013244",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sun Mar 15 22:54:45 +0000 2026",
    "text": "Introducing clidoro 🍅\n\nPomodoro timer for your terminal. \nBuilt for humans (TUI) and AI agents (skills).\n\n$ 𝚗𝚙𝚡 𝚌𝚕𝚒𝚍𝚘𝚛𝚘\n\nI wanted focus sessions without leaving the terminal. No browser tabs, no Notion, no app switching. Just a timer that lives where I work.\n\nBuilt with Command Code using my CLI taste.\n\nSound alerts.\nDesktop notifications.\nConfigurable everything.\nAuto long break every 4 pomodoros.\n\nNEW in v1.0: Full interactive TUI!\n• ↑↓ navigate tasks\n• enter to start a pomodoro\n• space to pause/resume\n• c to complete early\n• b to take a break\n• Real-time countdown + progress bar\n• 🍅 tomato count per task\n\n$ npx clidoro\n\nCLI mode for agents and scripts:\n$ clidoro status --flag   # → idle, work, break, paused\n$ clidoro start 1         # Start 25min session\n$ clidoro stats --daily   # Today's focus time\n$ clidoro list --json     # Machine-readable output\n\nComposes with shell:\n𝚒𝚏 [ \"$(𝚌𝚕𝚒𝚍𝚘𝚛𝚘 𝚜𝚝𝚊𝚝𝚞𝚜 --𝚏𝚕𝚊𝚐)\" = \"𝚒𝚍𝚕𝚎\" ]; 𝚝𝚑𝚎𝚗\n𝚌𝚕𝚒𝚍𝚘𝚛𝚘 𝚜𝚝𝚊𝚛𝚝 𝟷\n𝚏𝚒\n\nTimer presets spanning the useful range:\n• Standard (25m/5m) — the classic\n• Short Work (15m/3m) — quick bursts\n• Long Work (50m/10m) — deep focus\n• Quick Break (25m/1m) — barely a break\n\nState lives in ~/.clidoro/. No cloud, no account, no tracking.\n\nZero config by default, every dimension overridable.\n\n# run instantly\n$ npx clidoro\n\n# Or install globally\n$ npm i -g clidoro\n\n# Or install agent skills\n$ npx skills add ahmadawais/clidoro\n\nIf you work in terminals and want focus sessions without leaving your workflow, try it.\n\n⌘ build your next cli with my coding taste, that i've perfected after building/open-sourcing hundreds of CLIs.   \n\nshortest tutorial in the world in the post below ↓",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
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    "text": "Star it\n↳ https://t.co/nTH2ynOUNd\n|\n↳ Built with @CommandCodeAI [https://t.co/BObO7YJ9v5] \n↳  npm i -g command-code \n|\n|    # how?\n↳ $ cd my-cli-project\n|\n|    # pull my coding taste\n↳ $ npx taste pull ahmadwais/cli\n| \n↳ $ cmd \"build me a CLI with Ahmad's taste that …\"",
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    "text": "RT @MrAhmadAwais: Introducing clidoro 🍅\n\nPomodoro timer for your terminal. \nBuilt for humans (TUI) and AI agents (skills).\n\n$ 𝚗𝚙𝚡 𝚌𝚕𝚒𝚍𝚘𝚛𝚘…",
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    "created_at": "Mon Mar 16 22:47:44 +0000 2026",
    "text": "RT @MaedahBatool: New role: Product Lead at @CommandCodeAI 🥳\n\nAfter building developer experience at Vercel (Next.js) and then Sourcegraph,…",
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    "text": "Funny how this looks exactly like Langbase we built in 2023 — the same primitives.",
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    "created_at": "Tue Mar 17 17:11:49 +0000 2026",
    "text": "This is how you gaslight Claude. Devs fight back. 😆",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Tue Mar 17 18:57:10 +0000 2026",
    "text": "Haiku is dethroned time for a 4.6 release. \n\nFeels like Haiku 4.5 is finally done. GPT 5.4 mini is beating it in all my local benchmarks.",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Wed Mar 18 04:51:48 +0000 2026",
    "text": "Let that sink in https://t.co/lATICJEeGg",
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    "url": "https://x.com/MrAhmadAwais/status/2034369801401913358",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Wed Mar 18 20:42:12 +0000 2026",
    "text": "Introducing Taste Aware Agentic Review /𝚛𝚎𝚟𝚒𝚎𝚠\nby Command Code\n\nStop paying the code review tax. \n\nCode review in your terminal. Slash commands that turn GitHub PRs into structured feedback. No browser, no context switching, no friction.\n\n$ cmd\n/review\n\n$ cmd\n/review\n# auto-detects PR from branch\n\n$ cmd\n/review 42\n# explicit PR number\n\n$ cmd\n/pr-comments\n# Fetch all PR comments for current branch\n\nthe problem with code review is that it's fundamentally a context-switching tax.\n\nyou're deep in the flow of your work, and suddenly you need to:\n1. leave your terminal\n2. navigate to github\n3. parse the diff (often poorly formatted)\n4. read comments from several agents/humans\n5. come back to your terminal\n6. context-switch back into the problem\n\neach switch costs you. research shows context switching can cost 15-25 minutes of productive time per switch. if you do 3-4 reviews a day, that's an hour+ of pure overhead.\n\ncommand code's /review and /pr-comments commands eliminate this entirely.\n\n/review gives you structured code analysis without leaving the terminal. it:\n- auto-detects your PR from your current branch (no manual lookup)\n- fetches the diff and metadata via gh CLI\n- analyzes the changes for quality, correctness, style, performance, security\n- returns a structured review with a quality score (1-5)\n- respects your project's learned conventions (your taste of code/review)\n\nit's semantic agentic analysis. it understands:\n- whether your abstractions make sense\n- if you're following project patterns\n- potential edge cases you might have missed\n- whether test coverage is adequate\n- security implications of the changes\n\n/pr-comments does something equally important: it fetches all comments (both issue comments and inline review comments) and displays them in your terminal. then it pre-populates the next action to help you: \"fix all review comments\".\n\nthis is subtle but powerful. you're not just seeing the comments, you're immediately positioned to act on them. the friction is gone.\n\nthe workflow becomes:\n1. /review → get structured feedback/score\n2. /pr-comments → see all comments\n3. continue in the same session to fix issues\n4. commit and push without ever leaving the terminal\n\nwhy does this matter?\n\ncontext switching is a form of cognitive load. code reviews are the biggest bottle neck today. every switch degrades your working memory. you lose the mental model you've built. you lose momentum. you lose flow.\n\nby keeping you in the terminal, command code preserves your cognitive state. you stay in the problem. you stay in flow.\n\nthis is especially valuable for:\n- async review workflows\n(get feedback immediately without waiting for humans)\n- rapid iteration (fix feedback in the same session)\n- learning (see patterns in how your code is reviewed)\n- taste aware (Command continuously learns your coding/reviewing taste, and compounds in value after every session)\n\nthis is the kind of feature that seems small until you use it. then you realize how much friction it removes from your daily workflow.\n\ntools should minimize context switching. every context switch is a tax on your productivity and your ability to think deeply. the best tools keep you in flow. we built Command Code to provide you with the best agentic developer experience.\n\ncommand code gets this. it's built around the terminal because that's where developers actually work. not as a gimmick GUI, but as a fundamental design principle.\n\nif you're doing code review, try /review and /pr-comments. pay attention to how much mental energy you save by not switching contexts. that's the real value.\n\nhere's a quick video demo\n$ npm i -g command-code",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Wed Mar 18 20:42:13 +0000 2026",
    "text": "↳ Taste coding @CommandCodeAI [https://t.co/BObO7YIBFx]  \n\n$ npm i -g command-code  \n\nlet's fucking ship!!",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Thu Mar 19 05:29:47 +0000 2026",
    "text": "RT @MrAhmadAwais: Introducing Taste Aware Agentic Review /𝚛𝚎𝚟𝚒𝚎𝚠\nby Command Code\n\nStop paying the code review tax. \n\nCode review in your te…",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Thu Mar 19 23:45:09 +0000 2026",
    "text": "What's the best serverless model inference provider in the US for top 3-5 open source models?\n\nWith good RPM/TPM limits for a 100K RPM and more. Serverless so no dedicated deployments, and auto-scale up/down?\n\nAsking for a friend.",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Fri Mar 20 14:41:01 +0000 2026",
    "text": "Eid mubarak everyone! 🌙",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Mon Mar 23 22:16:46 +0000 2026",
    "text": "@SferaDev sent you an email, when you get a min.",
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    "created_at": "Tue Mar 24 02:18:51 +0000 2026",
    "text": "RT @saqibameen: Coming to Command Code: Warnings you as your plan credits run down.       \n\nYou get alerts at 50%, 75%, and 100% used. Righ…",
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    "text": "There is something strangely circular happening in software right now.\n\nA lot of modern software development, for a while, drifted away from the machine itself. We built thick layers of abstraction: IDEs, frameworks, cloud platforms, orchestration systems, collaboration layers, dashboards, no-code surfaces, and entire companies dedicated to hiding complexity behind ever more polished interfaces. \n\nThis was not a mistake. It was the natural progression of the field. As computers became more powerful and software ate more of the world, the economic value shifted upward in the stack. The winning move was often to move further from the metal and closer to the user.\n\nBut now the center of gravity seems to be shifting again.\n\nWith AI, especially code-native AI, the interface is becoming more linguistic, more interactive, and in a surprising way, more primitive. You sit in front of a prompt. You describe intent. You inspect outputs. You iterate. You chain tools together. You run commands. You watch logs. You manage context. \n\nA lot of this looks less like the glossy software world we built over the last 15 years and more like a return to the older computational substrate: the terminal, the REPL, the shell, the raw loop between human and machine.\n\nThat is not nostalgia. It is an interesting structural observation about why terminals are eating the world. \n\nThe terminal was always an unusually powerful interface because it exposed something close to the real grammar of computation. \n\nIt was compositional, terse, expressive, and open-ended. It did not try to predict every workflow in advance. It gave you primitives and trusted you to build. In some sense, it was one of the earliest genuinely “generative” interfaces, not because it used machine learning, but because it let a user synthesize arbitrary behavior from a small set of building blocks.\n\nWhat is interesting now is that AI makes this style of interaction accessible again, but at a different level of abstraction. Natural language becomes a kind of universal shell. The model acts as interpreter, translator, and sometimes collaborator. \n\nThe old command line required you to think like the machine. The new one increasingly allows the machine to meet you halfway. But the shape of the interaction is familiar: specify, execute, inspect, refine.\n\nSo engineering may be going back to its roots, but not in a simplistic sense. We are not just returning to terminals because terminals are aesthetically cool or because developers enjoy retro tools. \n\nWe are returning because open-ended systems tend to win when the space of possible tasks becomes too large for fixed interfaces. And AI dramatically expands that space.\n\nIf the previous era of software was about building polished surfaces over computation, this era may be more about building dynamic interpreters for intent. \n\nThat changes what it means to “use” software. Increasingly, you do not just click through pre-built pathways. You articulate what you want, and the system constructs the pathway on the fly.\n\nIn that sense, the terminal was not a historical accident. It may have been an early glimpse of the deepest interface pattern in computing: a minimal surface area paired with maximal expressive power.\n\nAnd maybe that is why this moment feels so familiar.\n\nAfter decades of building software that abstracted us away from the machine, we are building systems that bring us back into direct conversation with it.",
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    "text": "RT @MrAhmadAwais: There is something strangely circular happening in software right now.\n\nA lot of modern software development, for a while…",
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    "text": "Worst nightmare for software developers.",
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    "text": "Sonnet continues to beat Opus for many tasks.\n\nIn our internal cmd-bench, Sonnet 4.6 is the best Anthropic model for same 93% score as Opus but 12% faster, and uses less tokens (which are already 2/3x cheaper).",
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    "text": "I can’t remember the last time I went to bed stuck on a coding problem. Command Code has absolutely changed that for me. \n\nI kinda miss waking up ready to solve it with fresh context. Coding agents have me in a constant state of being unstuck and moving forward.",
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    "text": "If I started streaming every week about everything from how I build software and take product decisions would you watch?\n\nIt’s a major time commitment and I’m leaning towards it but need bit more of a push on why I should do this.",
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    "text": "RT @MrAhmadAwais: If I started streaming every week about everything from how I build software and take product decisions would you watch?…",
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    "author_name": "Ahmad Awais",
    "created_at": "Mon Mar 30 18:35:11 +0000 2026",
    "text": "Anyone from Meta in my feed who can help me with my fb developers account, I'm unable to access it. \"You cannot access this service.\"",
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    "created_at": "Mon Mar 30 22:51:54 +0000 2026",
    "text": "didn't see this coming @theo recommending Mongo :P https://t.co/dhPRvpZW7h",
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    "text": "DO NOT upgrade axios there’s an active security exploit. \n\nImpacted versions\n•axios@1.14.1\n•axios@0.30.4\n\nCheck your lock files.",
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    "text": "Quick glance at the Claude source code, it's a vibe coded mess, no wonder all the issues, all the time.",
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    "text": "Turns out the Claude Code leak was an April fool joke.",
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    "text": "RT @MrAhmadAwais: Turns out the Claude Code leak was an April fool joke.",
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    "text": "the best april fool joke of the day:\n\nwoke up, said \"Hello\" to Claude \n\n(for absolutely no activity in 24hrs btw) https://t.co/URWuZBqZOj",
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    "text": "RT @vipulgupta2048: Bangalore devs, we've been cooking ✨🔥\n\nAnnouncing the first-ever Command Code meetup in India in collaboration with Cod…",
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    "text": "Command Code is coming to India.\n\nExcited to announce our first meetup in Bengaluru, India. In collab with CodeRabbit.\n\nAgentic engineering talks, demos, and workflow sharing on taste driven development and reviews.\n\nDevs, founders, and AI builders. All are welcome! https://t.co/IkDlEFGyHe",
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    "text": "Limited spots, will fill up in a day or so, register now.\n\nSign up here: https://t.co/nZ9qs7I9Fm",
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    "text": "RT @MrAhmadAwais: Command Code is coming to India.\n\nExcited to announce our first meetup in Bengaluru, India. In collab with CodeRabbit.\n\nA…",
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    "text": "We should rename \"Coding\" to \"Agenting\".",
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    "text": "@theo what's your streaming setup like nowadays? esp multi platform — documented anywhere? planning to start streaming from next week.",
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    "text": "RT @CommandCodeAI: ⚡ AI Workflow Cheat Sheet for Developers\n\n• Start with intent → “What am I building?”\n• Break into units → functions, en…",
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    "text": "New haircut. https://t.co/UU6guGNmme",
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    "text": "I'm live streaming tomorrow Wed 11am PT.\n\nWe'll discuss agentic engineering and coding agents. \n\nNew to streaming setup, wish me luck.",
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    "text": "Ahmad Awais is live … talking about agentic engineering and Cloudflare's new CMS EmDash — the spiritual successor to WordPress. https://t.co/p41e6aAGpZ",
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    "text": "We built this a year ago https://t.co/MojtSlWIv1",
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    "text": "Open source models are coming to @CommandCodeAI next week. 🥳\n\nBeating claude with your coding taste/skills auto learned and oss models. This is going to be huge!!",
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    "text": "Last Wednesday I did a four hour long live stream discussing WordPress vs EmDash — and what the future of WordPress looks like. (Also reviewed a post I wrote 10 yrs ago about WordPress future). \n\nWould y’all be interested in a shorter trimmed down version of it? I can edit and post if there’s enough interest.",
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    "text": "@pjkrill 👋👋 can you send me a DM. About your articles.",
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    "text": "I can't believe Cloudflare actually shipped this.\n\nWordPress vs EmDash (from the pov of ex WP Core Dev) https://t.co/CZfHPM0gJh",
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    "text": "What should i discuss on my live stream tomorrow?",
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    "text": "Except for Claude Opus 4.7 stopping you from sending any prompts, anything interesting y'all found that's different.",
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    "text": "Prediction: in ten years only ten major software companies are left and we all work for them. If we work at all that is.",
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    "text": "@thsottiaux sent a dm please check when you get a minute.",
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    "text": "I’m now building more software than I can release open source. Yet another thing that’ll require me to update my open source workflow. \n\nReviews are getting expensive and anything that solves my problems I keep using it without looking deeply at code. And don’t want to release them without deep code review. OSS eng is changing. \n\nI have also managed to feel a huge unlock with open source models that all the premium commercial models don’t have. Easy to experiment with anything at 1/25th the cost and 4x the speed.",
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    "text": "Test 12 different open source models vendors and the quality differences are unbelievable. \n\nOn paper every provider claims to be the best but most are running quantized shitty version of great open source models. \n\nThese so called optimizations are turning say Kimi K2.5 into absolute garbage models with lack of good tool calling ability and random quality degradation with zero notification. \n\nWhile we have secured some good partners it is starting to look like that at Command Code we might end up hosting models by ourselves (not something I wanna do but the quality difference is night and day). \n\nOverall very excited to be launching open source models with our partners next week.",
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    "text": "Claude Code is not more offered in the Pro tier. LOL. https://t.co/Bik6Rdlgjj",
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    "text": "Should we open source @CommandCodeAI?",
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    "text": "so much to talk about on the stream today\n\n- cursor getting acquired for $60B?\n- opus 4.7\n- kimi k2.6\n- gpt-image-2\n\nanything else?",
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    "text": "Obsessed with ⌘ https://t.co/3YhqzLAqyl",
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    "text": "Kimi K2.6 is working unbelievably well in @CommandCodeAI after some work with providers. 🥳",
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    "text": "I'm live streaming, discussing a bunch of things:\n\nso much to talk about on the stream today\n- cursor getting acquired for $60B?\n- should we open source Command Code?\n- opus 4.7\n- kimi k2.6\n- gpt-image-2\n- Claude design \n\nand more?  https://t.co/xd4glc1i5M",
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    "author_name": "Ahmad Awais",
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    "text": "Worst streaming experience today, everything froze, screen recording, I may have recorded Opus 4.7 video 5 times before giving up. \n\nGotta check all the config or time to upgrade from 64GB to 128GB Mac. My my!!",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Thu Apr 23 00:40:14 +0000 2026",
    "text": "Giving away a free Max subscription of @CommandCodeAI tomorrow!  \n\n- rt/repost this\n- reply `taste` or anything \n- follow me and Command\n- download it `npm i -g command-code`\n\noptionally :) \n- build something fun \n- open source it and share\n\nLet's go! 👊",
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    "created_at": "Thu Apr 23 02:37:14 +0000 2026",
    "text": "Engineering is changing. \n\nBuilding processes &amp; workflows\nMaking internal CLIs for automations\nPlanning, reviewing, making taste &amp; skills\nResearching new knowledge outside their domain\n\nCoding? After thought after all the above.\n\nEngs used to skip all this, no way around it now!",
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    "author_name": "Ahmad Awais",
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    "text": "any one who can help me perfect my AV live streaming setup? preferably an audio engineer who streams?",
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    "text": "If you’re using Claude Code you’re missing out on what a great coding agent looks like. \n\nIn Command Code we have had a great experience using Opus 4.7 unlike the regression most everyone faced with Claude Code. \n\nAnd now it’s confirmed this happened. https://t.co/beprISDF09",
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    "text": "GPT 5.5 beats Opus 4.7!!\n\nJust started shipping it in @CommandCodeAI and the team’s been having a great time with it. \n\nStill waiting for our evals to finish. \n\nIn both models the ability to debug, validate, and verify their work has improved significantly. \n\nTrue competition!!",
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    "text": "RT @MrAhmadAwais: @theo Claude Code is the worst it’s ever been. I’ve been having so much fun with Opus 4.7 in Command Code. Haven’t slept…",
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    "text": "RT @MrAhmadAwais: GPT 5.5 beats Opus 4.7!!\n\nJust started shipping it in @CommandCodeAI and the team’s been having a great time with it. \n\nS…",
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    "text": "GPT 5.5 or Opus 4.7 — which one are enjoying building with atm?",
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    "text": "RT @CommandCodeAI: Now available in Command Code!\n\n→  npm i -g command-code@latest\n→  /model to try",
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    "text": "DeepSeek v4 is the cheapest SOTA model and with 1M context. We just shipped it in Command Code. \n\nYep 9pm team’s shipping. It’s early our eval bench is running but at 1/20th cost early signs of Opus 4.7 level intelligence and dirt cheap. \n\n$ npx cmd\n\nAb maza ayega na bhidu 🤘",
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    "text": "RT @CommandCodeAI: @MrAhmadAwais Claude Code users atm. https://t.co/tczOH04765",
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    "text": "cursor may become xcode it seems.",
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    "text": "Congrats to @AshikNesin you won a MAX subscription to @CommandCodeAI go build amazing open source software. \n\nShare with the community your coding taste.",
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    "text": "I don’t know how this happened but I have lost all interest in cars. I also live car free now. I enjoy it a lot. \n\nWhen I was a kid I wanted to have every other sports car. I did buy a bunch of cars and mostly settled for compact SUVs. \n\nwife: what’s your dream car. \nme: none!",
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    "text": "i'm so excited, we'll be open sourcing Command Code.",
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    "text": "RT @MrAhmadAwais: i'm so excited, we'll be open sourcing Command Code.",
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    "text": "@maria_rcks what a superb design work.",
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    "text": "Emotional damage!!",
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    "text": "Woke up to \"Claude is down\"\n\nthat's why you use open source models y'all. https://t.co/ERermdYEUH",
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    "text": "Past six hours spent hunting a nasty bug with open models and their tool calls. Made Command self heal a bunch of them. \n\nI find as a founder who builds my day really starts at 5pm after all the messy things I need to deal with. \n\nMaybe that’s also why I’m the happiest when I’m building software on the weekends with no distractions or worrying.",
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    "text": "kimi 2.6 just cooked opus 4.7 and gpt 5.5 debugging my command code issue  \n\nopen models at 1/20th the cost are actually winning now… it’s starting to happen fr. crazy.",
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    "text": "how does taste work in Command Code?\n\nkimi has replaced my sonnet usage at 4x the speed and 25x less cost.\n\n↳ npm i -g command-code\n\nhow can you beat commercial models with open source models, especially with your coding taste?\n\nthe trick is \"taste\" (auto-generated skill)\n\na per-project skill file that auto-learns your stack, your\npatterns, your preferences. point any model at it and the output looks like you wrote it.\n\nswitch from claude to kimi mid-session. taste comes with you. guiding kimi to do as good as claude.\n\nbuilt a full typescript cli with Kimi in this video. spent only $0.74!!",
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    "text": "RT @MrAhmadAwais: how does taste work in Command Code?\n\nkimi has replaced my sonnet usage at 4x the speed and 25x less cost.\n\n↳ npm i -g co…",
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    "text": "RT @CommandCodeAI: Today we're shipping ten free design system taste packages.\n\nInspired from industry best examples like:\nFigma, Vercel, A…",
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    "text": "RT @naymur_dev: Spent just $1 to use any models, crazzy 💪",
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    "text": "Command Code is building Command Code! 💯",
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    "text": "live streaming in 30 mins, what should i discuss?",
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    "text": "Going live nerds! \nDiscussing Open Models Kimi, DeepSeek, and Command Code going open source… https://t.co/OVcZvL2fVi",
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    "text": "Should we give 4x more usage of DeepSeek on Command Code?",
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    "text": "@imskyleen aweeesome work!!",
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    "text": "RT @CommandCodeAI: Big update.\n\nOpenAI GPT models are now available in Command Code.\n\nBuild, debug, test, refactor, and review code with GP…",
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    "text": "The biggest reason I want to open source Command Code?\n\nI want every developer to be able to build on top of what we've built.\n\nSo your coding agent is MORE closer to what you actually want it to be.\n\nCode is cheap. AI can code really, really well now.\n\nIf we're not building this together, I am not having a lot of fun.",
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    "created_at": "Fri May 01 01:47:34 +0000 2026",
    "text": "Manus timeline:\n\n- Launched March 2025\n- $100M revenue in ~6 months\n- Acquired by Meta for $2B in December 2025\n- Execs join Meta as employees\n- Money gets transferred\n- April 2026: China blocks the deal LOL what",
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    "text": "The old saying that \"ideas are worth nothing, execution is everything\" feels increasingly wrong to me.\n\nConsider: 2 years ago, the idea was basically \"Claude isn't available outside the US, fork VS Code, wrap it.\" That's it. That's Cursor. ~$50B company.\n\nExecution obviously still matters. But the building part has gotten dramatically cheaper, faster, more accessible. A small team with taste can now ship what used to take an army.\n\nSo the bottleneck has shifted. It's not \"can you build it.\" Increasingly it's \"did you see it.\" The scarce resource is the idea itself, the noticing, the taste to pick the right one out of the cloud of nearby ones that look almost identical but aren't.\n\nIt's mostly now \"can you think it\".",
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    "text": "Claude Mythos SWE-bench score jumped from 65 to 82.\n\nTerminal bench numbers look genuinely strong.\n\nThat's some serious improvement.\n\nIf it holds in actual usage, Anthropic might cross OpenAI's revenue this year - Mythos will have a lot to do with that.\n\nBut I'm not changing how I build based on a benchmark I can't test myself.\n\nShow me the model.",
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    "text": "Markdown is the agent.",
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    "text": "Who wants to beta test a $1/mo coding agent Go plan we’re launching at Command Code next week?",
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    "text": "RT @CommandCodeAI: Excited to announce our first video course\n\nIntroduction to Command Code\n\n- 9 lessons. From scratch to shipping real app…",
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    "text": "RT @MrAhmadAwais: @zeeg Unfortunately UIs get in the way of doing things. All the great UI technology is bound by the browser or platform y…",
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    "text": "Wow I just made DeepSeek V4 Pro beat Opus 4.7 6/10 times in our internal evals by auto repairing many of its quirks in tool calling. \n\nIt’s performing super solid for such a cheap model.",
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    "text": "gm! woke up to hundreds of new customers to this thing we are launching.",
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    "text": "let’s gooo!! thank you @OpenAI folks! ᕕ( ᐛ )ᕗ\n\ni’m told @sama follows all the cool invitees, so naturally i’m posting this for completely unrelated reasons\n\n(っ▀¯▀)つ https://t.co/KmWGL9an8R",
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    "text": "how did we make deepseek outperform opus 4.7?\n\ni've been thinking about why \"open model bad at tool calling\" is almost always a harness problem, not a model problem.\n\ncontext: spent the two days looking at billions of tokens in @CommandCodeAI (tb open source ai cli) using deepseek. I ended up writing a tool-input repair layer. the trigger was watching deepseek-flash fail on the simplest /review run, every shellCommand and readFile call bouncing back with a raw zod issues blob, the model unable to recover because the error wasn't in a form it could read. by the end deepseek v4 pro was beating opus 4.7 6/10 times on our internal evals. \n\na few things i learned that feel general:\n\n1/ the failure modes aren't random they're a small finite compositional set.\n\nacross deepseek-flash, deepseek v4 pro, glm, qwen, the same four mistakes repeat almost exactly:\n- sending `null` for an optional field instead of omitting it\n- emitting `[\"a\",\"b\"]` as a json *string* instead of an actual array\n- wrapping a single arg in `{}` where the schema expected an array (an \"empty placeholder\")\n- passing a bare string where an array was expected (`\"foo\"` instead of `[\"foo\"]`)\n\nfour repairs, ~30-100 lines each, ordered carefully (json-array-parse must run before bare-string-wrap or `'[\"a\",\"b\"]'` becomes `['[\"a\",\"b\"]']`). that is the whole catalogue. when i hear \"this open source model can't do tool calls\" i now assume one of those four, and so far that's been right ~90% of the time.\n\n2/ the funniest failure mode is also the most revealing.\n\ndeepseek-flash, when asked to edit or write a file, sometimes emits the path as a *markdown auto-link*:\n\nfilePath: \"/Users/x/proj/[notes.md](http://notes. md)\"\n\nour writeFile tool obediently trued creating files literally named `[notes.md](http://notes .md)` until we caught it. this is not a hallucination. it's the post-training chat distribution leaking through the tool boundary the model has been rewarded for auto-linking in conversational output, and is applying that prior in a context where it makes no sense. the fix is two regex lines that unwrap only the degenerate case where link text equals url-without-protocol real markdown like `[click](https://x .com)` passes through untouched.\n\nthis is also conditioning of their own tools during RL which were different from all other tools we write and ofc can't predict. \n\n\"tool confusion\" is a more useful frame than \"capability gap.\" the model knows how to format a path. it just hasn't been told clearly enough that this path is going to fopen, not into a chat bubble. so we encode that hint at the schema level `pathString()` instead of `z.string()` and the leak is plugged for every path field at once.\n\n3/ the design choice that mattered was inverting preprocess-then-validate to validate-then-repair.\n\nmy first attempt was the obvious one: a preprocessing pass that normalized inputs (strip nulls, parse stringified arrays, etc.) before zod ever saw them. it broke immediately, writeFile content that *happened* to be json-shaped got rewritten before it hit disk. silent corruption, easy to miss in a smoke test.\n\nthen i made it less greedy\n- parse the input as-is. if it succeeds, ship it. valid inputs are never touched.\n- on failure, walk the validator's own issue list. for each issue path, try the four repairs in order until one applies.\n- parse again. on success, log `tool_input_repaired:${toolName}`. on failure, log `tool_input_invalid:${toolName}` and return a model-readable retry message.\n\nthe structural insight here is: when you preprocess, you encode a prior about what's broken. when you let the validator complain first, the schema is the prior, and you only spend repair budget at the exact paths the schema actually disagreed at. the validator is doing the work of localizing the bug for you. it's the same shape as cheap-then-careful everywhere else try the fast path, fall back on evidence.\n\n(this also gives you per-tool telemetry for free. you can watch repair rates per (model, tool) and notice when a model regresses on a specific contract before users do.)\n\n4/ shape invariants and relational invariants need different fixes.\n\nthe four repairs above all handle shape problems wrong type, missing key, wrong container. but read_file had a *relational* invariant: \"if you provide offset, you must also provide limit, and vice versa.\" deepseek kept calling `readFile({ absolutePath, limit: 30 })` and getting an `ERROR:` back. you can't fix this with input repair, because each field is independently valid the bug is in the relationship between them.\n\nso i taught the function the model's intent instead. `limit` alone → `offset = 0`. `offset` alone → `limit = 2000` (matches common read tool ops default). then surfaced the decision back to the model in the result:\n\n\"Note: limit was not provided; defaulted to 2000 lines. To read more or fewer lines, retry with both offset and limit.\"\n\nno `Error:` prefix, so the tui doesn't paint it red. the model sees what we picked and can self-correct on the next turn if our guess was wrong. transparency over silent magic wins big.\n\nrepair where you can. extend semantics where you can't. surface the choice either way.\n\nzoom out:\n\na lot of what looks like model capability is actually contract design. a strict schema is a choice with a cost it filters out noise, but it also filters out recoverable noise from any model that hasn't memorized the exact json contract you happened to pick. the largest  commercial models eat that cost invisibly and are linient on tool calling because they've seen enough of every contract during pretraining; open models pay it loudly and get dismissed for it.\n\nthe harness is where you mediate between distributions. four small repairs (i'm sure more to follow as we have three more merging today), two regex lines for auto-links, one relational default, one prefix change. the model didn't change. the contract got more forgiving in exactly the places it needed to be.\n\ndeepseek v4 pro now beats opus 4.7 6/10 times on our internal evals.\n\nimo \"skill issue\" applies to the harness more often than the model.",
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    "author_name": "Ahmad Awais",
    "created_at": "Sun May 03 16:11:32 +0000 2026",
    "text": "If your alarm doesn't wake you up, set a cron job to delete a production database at the same time and discover a part of yourself you didn't know existed.",
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    "created_at": "Sun May 03 16:24:00 +0000 2026",
    "text": "Founder POV: Should we open source Command Code? https://t.co/QOg4aO6Y0R",
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    "created_at": "Sun May 03 20:07:35 +0000 2026",
    "text": "RT @MrAhmadAwais: @YoussefHosni951 shameless plug but @CommandCodeAI Go plan is $1 and it gives you 632M tokens of DeepSeek v4 Pro. \n\nand w…",
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    "text": "RT @MrAhmadAwais: let’s gooo!! thank you @OpenAI folks! ᕕ( ᐛ )ᕗ\n\ni’m told @sama follows all the cool invitees, so naturally i’m posting thi…",
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    "text": "RT @teortaxesTex: &gt; …the model unable to recover because the error wasn't in a form it could read. by the end deepseek v4 pro was beating o…",
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    "text": "RT @MrAhmadAwais: Founder POV: Should we open source Command Code? https://t.co/QOg4aO6Y0R",
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    "created_at": "Mon May 04 00:07:20 +0000 2026",
    "text": "“we can build a coding agent harness in house” https://t.co/xHrWUroNZU",
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    "text": "RT @betterclever: One of the best reads in a long time!",
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    "text": "RT @GetAskClaw: CommandCode 推出1美元套餐\n其中包含40美元 DeepSeek v4 Pro😮 https://t.co/18w7el6FBD",
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    "text": "Someone figured out how to beat commercials AI models with open source!!",
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    "text": "RT @dazhengzhang: $1 for $40 of DeepSeek?\n\nJust might be too good to pass up https://t.co/ELi7ZF3chI",
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    "text": "RT @lollipopkit: @MrAhmadAwais @nightkingog subscribed, 1M tokens just $0.07👍🏻 https://t.co/dA29dvG5Mk",
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    "text": "RT @haolamnm: cool",
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    "text": "how did we make kimi k2.6 nearly beat opus 4.7\n\n\"open source models are bad at coding\" is not a model issue, it's the coding agent harness problem!\n\nif you're using Claude Code to run open source models you ain't gonna make it. they don't want open models to win.\n\ni had a weird week. same model (deepseek v4 pro) ran our internal eval beat opus 6/10 and (kimi k2.6) almost there 5/10. \n\nsame prompts, same checkpoints, same temperature. the only thing that moved was which upstream the gateway picked.\n\ni think a lot of \"open model bad at coding\" is actually \"open model on cold cache.\" when you say a model wins an eval, you're really saying (model + provider + cache state) wins an eval. the harness is the part that decides the second two.\n\ncontext: i've been working on @CommandCodeAI's open-source path kimi k2.6, deepseek v4 pro, glm, qwen billions of tokens through a fanout of inference providers (building $1/mo Go plan for Command Code agent). by the end kimi k2.6 was hitting 5/10 against opus 4.7 and deepseek v4 pro 6/10 on the harder tool-heavy slices. four small plumbing changes did most of it. none of them touched the model.\n\na few things i learned that feel general:\n\n1. the biggest single win was one http header.\n\nclosed models have prompt caching as a product. open models don't. what they have is prefix cache the inference server keeps the last N forward passes warm on a GPU's KV memory, and a request that shares a prefix with a recent one skips re-prefilling. it's compute-time, not product-tier, and it evaporates the second your request lands on a different node.\n\na coding agent is pure prefix-cache exploitation. a good system prompt: ~10k tokens, constant. tool list: constant. conversation: append-only. every turn except the very first should be a near-total cache hit. should be.\n\nwhat we found: through lots of r&d and data wrangling, consecutive turns of the same conversation were getting load-balanced to different gpu pods. each one had to re-prefill our ~10k-token prefix from scratch. ttft was 6-8s. the model wasn't slow. the cache was being stolen from us by the load balancer.\n\nthe fix is one line. but working with several providers and load balancing it makes it as a soft pin same value, same pod (best effort). we already had a stable session id in the cli. we forwarded it.\n```\n\nttft dropped from 6-8s to under 1s on cached turns. and it matters for evals too when the prefix-cache is warm, the model spends its whole budget on the new tokens. cold prefill on a small open model eats latency that on opus is invisible because anthropic's fleet has product-tier caching baked in. closed models eat the cost silently. open models eat it loudly and then we blame the model.\n\nthink of it like being in an hour long meeting and having coherent understanding of where we are in the conversation. if you had to re-brief yourself from notes every time you spoke, you'd be slow and forgetful. the model is the same.\n\nat Command Code we're building the best coding agent harness for open source models (and closed too!). such a nice fix for our users. save them money, make them faster, and make the model look better for free.\n\n2. canonical model id is the load-bearing abstraction.\n\nwe route the same model say `kimi-k2-6` through up to three providers in priority order. provideOne (p1) (lowest p50), then provideTwo (p2), then providerThree (p3). each one wants a different slug: `moonshotai/Kimi-K2-Instruct`, `moonshot/kimi-k2-6`, `@moonshot/kimi-k2-6`. each wants a different request shape (p2 wants `providerOptions.gateway`, p3 wants headers, p1 wants its own auth header).\n\nthe temptation is to fork the request shape per provider all the way through the agent loop. don't. we keep one canonical id (`kimi-k2-6`) flowing through the entire request billing, telemetry, evals, fallback. the slug translation happens at exactly one boundary: `getProviderModelId(provider, canonicalId)`, called inside `buildOSSLanguageModel`, called at the moment we hand bytes to the sdk.\n\nthis matters most on fallback. when p1 503s mid-stream and we walk to p2, we re-apply `applyEntryOptions(params, entry, canonicalId)` gateway options get rebuilt for the new entry, the message array stays untouched, the canonical id is unchanged. in our usage logs every kimi call is `kimi-k2-6` regardless of which gpu actually served it. evals don't lie about which model you tested.\n\nif you've ever tried to debug \"did this turn go to p2 or p3,\" you know why this matters. caching ergonimics in this are state of art engineering. i've had most fun as an engineer building this.\n\n3/ capability flags need per-provider negotiation.\n\nwe ask the gateway for `zeroDataRetention: true` and `disallowPromptTraining: true`. these are request-level, not per-upstream the gateway is all-or-nothing on each. if any provider in our whitelist (`order`) lacks a flag, the gateway refuses with `NoNonTrainingProvidersError` and the request just dies.\n\ninitial code path: hardcode both flags on. broke for half our models, because, e.g., novita is no-training but not zdr, fireworks is zdr but not no-training (these change month to month check current capability table, not this list). gateway refused everything.\n\nthe fix was to drop each flag independently based on whether anyone in the whitelist lacks it:\n\n(`buildGatewayOptions`, same file.) request goes through with whichever guarantees the intersection of providers actually supports. you don't get to ask for a property that doesn't exist on the set you're routing over.\n\nthis is the same shape as the tool-input repair stuff from last week when you hit a wall, the question to ask is \"what's the minimal contract this set of upstreams can actually honor in common,\" not \"how do i force my preferred contract through.\"\n\nnot so happy with this, still working out the quirks, and want to enable ZDR vs cost management easy for our users.\n\n4/ the funniest bug was a thinking-mode regression.\n\ndeepseek v4 pro, multi-turn through the p2, started 400ing every continuation: \"the reasoning_content in the thinking mode must be passed back to the api.\"\n\nwhat was happening: the gateway-side converter applies r1's reasoning-stripping logic to v4. r1 returns `reasoning_content` and you have to echo it back. v4 doesn't, and you don't. the converter strips it, the upstream rejects the absence, every multi-turn dies on turn 2.\n\n(`getReasoningProviderOptions`.) deepseek v4 pro now runs as a non-thinking model end-to-end. converter has nothing to drop. multi-turn works.\n\nwe lose reasoning. that costs us a couple of points on hard one-shot puzzles. but coding agents are not one-shot puzzles they're 40-turn loops where turn-2-doesn't-400 matters more than chain-of-thought on turn-1.\n\nlater we figured out how to teach the open models what's wrong in their toolCalls while repairing the calls runtime, yesterday i made a detailed thread on this, if you're curious.\n\nzoom out:\n\nfour things, none of them about the model:\n\n- keep prefix cache hot across a conversation and providers and open models (job of a harness, not the model or provider).\n- one abstraction (canonical id at the request layer, slug translation at the sdk boundary) so fallbacks are invisible to billing and evals.\n- one filter (drop capability flags independently against per-upstream support sets) so the gateway doesn't refuse on a property mismatch.\n- one workaround (disable thinking on a single provider prefix) for an upstream sdk bug that breaks multi-turn. teach the model how to fix its tool calls in deterministic ways instead of just sending it errors which results in a silent failure.\n\nthe model didn't get smarter. the harness stopped throwing away its work between turns.\n\na closed-model harness can be lazy about all four of these because anthropic and openai eat the cost server-side their caching is built in, their model id is unambiguous, their capability flags are consistent, their tool contracts have been pretrained on. an open-model harness can't be lazy about any of them, and if it's lazy about one, the model \"loses\" an eval/vibe check it would otherwise have won.\n\ndeepseek v4 pro now beats opus 4.7 6/10 on our internal evals. kimi k2.6 hits 5/10. nothing about the weights moved.\n\nimo if your open model is \"bad at coding,\" in most cases you're using the wrong coding agent harness that doesn't care about your model and is super generic across hundreds of models or only cares about the closed models with product-tier caching.\n\nyou can try all these fixes, they're live.",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Mon May 04 19:21:11 +0000 2026",
    "text": "RT @gobeeshann: been using @CommandCodeAI $1 sub and its been working like a charm on kimi 2.6. probably burning more tokens than usual but…",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Mon May 04 19:32:38 +0000 2026",
    "text": "RT @libapi_: 👾👾👾👾👾 start",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Mon May 04 21:39:41 +0000 2026",
    "text": "RT @MrAhmadAwais: how did we make kimi k2.6 nearly beat opus 4.7\n\n\"open source models are bad at coding\" is not a model issue, it's the cod…",
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    "author_name": "Ahmad Awais",
    "created_at": "Mon May 04 23:03:10 +0000 2026",
    "text": "interesting milestone: @CommandCodeAI on pace for ~1,000 new subs/day today.\n\nthe broader thought imo is that devs are figuring out that running open models inside Claude Code was leaving a lot on the table. \n\nseeing more and more posts of DeepSeek/Kimi beating Opus/GPT once you swap them into Command Code instead. the harness matters, often as much as the model itself (a point that i think is still pretty underrated).\n\nmy eng notes on our harness engineering below.",
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    "created_at": "Mon May 04 23:03:10 +0000 2026",
    "text": "https://t.co/XLxdNWep7P",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Tue May 05 01:10:06 +0000 2026",
    "text": "RT @MrAhmadAwais: @nightkingog https://t.co/QkGapBKfTN\n\nThis is how serious I’m — it’s live.",
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    "author_name": "Ahmad Awais",
    "created_at": "Tue May 05 04:05:09 +0000 2026",
    "text": "Hit 6.5 Billion tokens in 24 hrs on DeepSeek v4 Pro with Command Code, and and hardly more than half of my $100 Max subscription is still available. \n\nIf you're using Claude Code with open source models, you ain't gonna make it!! https://t.co/iiOBoAjHUl",
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    "author_name": "Ahmad Awais",
    "created_at": "Tue May 05 04:06:17 +0000 2026",
    "text": "RT @0xRoachu: Model matters less, harness matter more especially in agentic tooling and workflows\n\nGood harness with decent model will easi…",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Tue May 05 04:28:06 +0000 2026",
    "text": "@APERTISAI dm me",
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    "author_name": "Ahmad Awais",
    "created_at": "Tue May 05 04:32:13 +0000 2026",
    "text": "RT @Armandotrue: Absolutely fantastic, must read if you're building agents on top of open models",
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    "created_at": "Tue May 05 04:53:59 +0000 2026",
    "text": "RT @Xplo8E: $40 Deepseek v4 pro at just $1 price, is this jackpot lmao https://t.co/FQqp7Zxr9e",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Tue May 05 04:59:11 +0000 2026",
    "text": "RT @MrAhmadAwais: Hit 6.5 Billion tokens in 24 hrs on DeepSeek v4 Pro with Command Code, and and hardly more than half of my $100 Max subsc…",
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    "created_at": "Tue May 05 04:59:19 +0000 2026",
    "text": "RT @MrAhmadAwais: interesting milestone: @CommandCodeAI on pace for ~1,000 new subs/day today.\n\nthe broader thought imo is that devs are fi…",
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    "text": "RT @JohnShina91: @MrAhmadAwais @CommandCodeAI The Go plan is too good to ignore.",
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    "text": "RT @bwjbuild: This is very promising!",
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    "text": "RT @thedavidweng: This is actually insane. https://t.co/L026P8jx4o",
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    "created_at": "Tue May 05 14:02:37 +0000 2026",
    "text": "stop using Claude Code if you're using open source models. read this.\n\nas you know we're building a coding agent harness for both open and closed models. processing billions of tokens an hours is teaching us lots of amazing things.\n\nCommand Code is purpose-built for each model we launch, and it's getting better every day. the closest analogy i can think of is teaching a human to drive a car when they make a mistake, first you save them from the accident, then you teach them how to handle it next time.\n\n\"open source models are bad at coding\" is, almost always, a taste problem in the harness, not a capability problem in the model.\n\nclaude code is a great harness. for claude.\ncodex is fine too. for gpt.\n\nif you're using either for an open source model, you're going to have a subpar experience and conclude the model isn't smart enough yet. it usually is. even something as small as a couple of failed tool calls can completely disable a session.\n\ncontext: at @CommandCodeAI we've now pushed 10B+ tokens through our agent across closed (opus 4.7, gpt) *and* open (kimi k2.6, deepseek v4 pro, glm, qwen) paths, and we're adding ~1k new devs a day, mostly on the open side. you see things at that volume that i'm happy to share. the most consistent thing i see: \"model X is bad at tool calls\" almost always decomposes into \"harness Y is built for model Z and silently breaks for model X, and nobody at the harness vendor cares because they don't run model X.\"\n\nthat's not a moral failing it's an incentive structure. claude code is anthropic's agent, tuned for anthropic's model. codex is openai's, tuned for openai's. they're doing the thing they're supposed to do. but it produces a market where every other harness is a commodity router 1000 models in a dropdown, no per-model tuning, no per-model evals, no per-model repair logic. you click kimi, the harness shrugs, and when tool calls bounce six turns in a row, nothing gets logged. the model gets blamed. the harness moves on to the next dropdown entry.\n\nthe analogy i keep coming back to is apple vs windows not the consumer-marketing version, the design-engineering version. one ships fewer skus and tunes the stack for each one. the other ships every sku and ships you the optimization problem. neither is wrong they're different products. coding agents have mostly been the second kind. i think there's a large opening for the first kind, and that's what we're building. Command Code with taste. the current landscape of big coding agents feels a lot like windows.\n\n\"purpose-built per model\" sounds vague until you list what it actually means. four things from the last few weeks we've observed and shipped:\n\n1/ per-model tool input repair.\n\ndeepseek-flash sometimes emits `filePath` as a markdown auto-link. opus never does. opus sometimes sends `null` for an optional field. deepseek doesn't. kimi wraps a single arg in `{}` when the schema wants an array. glm sends `\"foo\"` where the schema wants `[\"foo\"]`.\n\na generic harness sees all of these as \"invalid tool call\" and ships the model back a raw zod-issues blob. the model can't read it well, retries the same wrong call, gets the same blob. five turns of that and the user assumes the model is broken. it wasn't it was screaming into a room with no one in it. a purpose-built harness has a small ordered repair table per shape failure (we have ~four per model on avg), watches which models hit which repair, and turns that data into per-model defaults. the model gets to look as smart as it actually is.\n\n2/ canonical model id at the request layer, slug translation at the sdk boundary.\n\nwe route a single canonical model (`kimi-k2-6`) through 3-12 providers per model in priority order. each wants a different slug, a different request shape, a different auth header. the temptation is to fork that all the way through the agent loop. don't. one canonical id flows through billing, telemetry, evals, fallback. slug translation happens at exactly one boundary.\n\na generic harness can't do this because it doesn't have the concept of \"the same model on three providers\" it has `moonshotai/Kimi-K2-Instruct` and `moonshot/kimi-k2-6` as two separate dropdown entries and your eval data is split across both. you can't tune what you can't aggregate.\n\n3/ prefix-cache pinning, per provider.\n\nclosed models have prompt caching as a product. open models have prefix caching as a side effect of inference-server implementation. the second your conversation lands on a different gpu pod, the warm prefix evaporates, ttft jumps from <1s to 6-8s, and the model spends its turn re-prefilling the system prompt instead of thinking.\n\na one-line session pin (best-effort: same value, same pod) fixes it. a generic harness doesn't ship this because it would need a *different* one for every provider. we ship a different one for every provider. closed-model harnesses never have to think about this because anthropic and openai handle caching server-side and silently. open-model harnesses pay the cost loudly, and most just leave it there.\n\n4/ tiered context compaction, tuned to the model that's loaded.\n\nat 50% of effective context, drop the oldest tool calls their results are dead bytes the model already extracted from. at 80%, the same, harder. at 90%, summarize, and only what's old. never compact the in-flight task. one primitive, three parameters.\n\nthe thresholds aren't 50/80/90 of the model's advertised max. they're percentages of effective context, which sits well below the marketing number, because the last ~10% of any model's window is where its own attention degrades. you have to pick that ceiling per model. nobody publishes it. you find it in the data. a generic harness can't pick it per model, so it picks the marketing number for everyone, and the resulting agent gets dumb at turn 25 across the board. users assume that's just how agents are. it isn't.\n\na few things to realize from all this:\n\na coding agent's intelligence per turn is bounded by:\n- what fraction of context is actually load-bearing (compaction)\n- what fraction of tool calls survive contact with the schema (repair logic)\n- what fraction of turns get warm cache (pinning)\n- whether your eval data is one model or three pretending to be one (canonical id)\n\nclosed-model harnesses get most of these for free because the model vendor handles them server-side and doesn't tell you. open-model harnesses don't get any of them for free. and the generic \"1000 models in a dropdown\" harnesses can't fix them at scale because there is no \"the model\" to tune for there is the union of all of them, which is the empty set.\n\nthere is no general coding agent. there is a coding agent for each model you actually want to run well, and every one of them is a different product underneath the same harness. we're building that for you.\n\ncoding agents have mostly been windows so far. we're taking inspiration from apple instead fewer skus, tuned for each one. taste, in engineering, is the willingness to do that work.\n\nthe model isn't bad. your harness is generic. fix that.",
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    "author_name": "Ahmad Awais",
    "created_at": "Tue May 05 14:32:04 +0000 2026",
    "text": "RT @MrAhmadAwais: stop using Claude Code if you're using open source models. read this.\n\nas you know we're building a coding agent harness…",
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    "created_at": "Tue May 05 14:45:08 +0000 2026",
    "text": "RT @thedavidweng: @MrAhmadAwais Working on it, this might be the best $1 (plus tax and service fee) I spend on coding plan, bang for the bu…",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Tue May 05 15:01:20 +0000 2026",
    "text": "What should Command Code ship next?",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Tue May 05 15:11:41 +0000 2026",
    "text": "Giving away @CommandCodeAI Max subscription to someone at random who follows me and Command. RT. \n\nThat’s more than 5 billion tokens of DeepSeek v4 pro. \n\nIn 24hrs. LFG!!\n\nRead the eng deep dives below, good for all not just us.",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Wed May 06 01:13:54 +0000 2026",
    "text": "At the OpenAI 5.5 party now. https://t.co/Tt0UvycxXo",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Wed May 06 02:53:57 +0000 2026",
    "text": "No GPT 6 today. ;) https://t.co/3ENKOOgfW1",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Wed May 06 03:02:37 +0000 2026",
    "text": "RT @codingstark: fixed my website UI + logic bugs with AI for literally less than a dime 💀\n84 runs. $0.10. done.\n@commandcode harness is wi…",
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    "author_name": "Ahmad Awais",
    "created_at": "Wed May 06 04:50:02 +0000 2026",
    "text": "Seems like the OpenCode team doesn’t use open models much themselves. 😅",
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    "created_at": "Wed May 06 05:55:07 +0000 2026",
    "text": "RT @MrAhmadAwais: At the OpenAI 5.5 party now. https://t.co/Tt0UvycxXo",
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    "created_at": "Wed May 06 06:03:07 +0000 2026",
    "text": "RT @MrAhmadAwais: Giving away @CommandCodeAI Max subscription to someone at random who follows me and Command. RT. \n\nThat’s more than 5 bil…",
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    "author_name": "Ahmad Awais",
    "created_at": "Wed May 06 14:10:13 +0000 2026",
    "text": "cool hanging with @sama at the @openai 5.5 party. strong builder energy [⌐■-■] https://t.co/wF2BjskBZa",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Wed May 06 14:27:25 +0000 2026",
    "text": "@codestantine cool meeting ya yesterday 🤘",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Wed May 06 14:28:48 +0000 2026",
    "text": "@dkundel was cool to finally meet irl. 🤘",
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    "author": "MrAhmadAwais",
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    "created_at": "Wed May 06 15:18:46 +0000 2026",
    "text": "RT @lordlibrachaos: this is insanely good @MrAhmadAwais  \nSo much have been done\nSo much to still be done by me\nMight have to buy extra tok…",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Wed May 06 16:31:30 +0000 2026",
    "text": "why every coding agent is bad at open source models?\n\nthe best harness engineering for open source models ain't easy, but we're doing just that @CommandCodeAI.\n\nthis is another engineering deep dive into complex problems we're fixing so our users can have the best developer experience when building with command x open source.\n\nfounder pov here. we shipped what looked like a half-day refactor this week. turned into a multi-day rabbit hole that taught me something about agent runtime design i keep relearning.\n\nbackground: our cli lets users swap models mid-conversation with /model. closed-api models on one side, growing set of open-source models on the other, fronted by 12-20 different gateways per model. the moment you support that selector, context window stops being a constant. it becomes a runtime variable.\n\nalmost every assumption baked into the agent loop breaks when the window can change under you. auto-compact thresholds. the /context breakdown. the tokens-left gauge. the overflow guard.\n\nwe had one context_limit = 200,000 constant imported by ~12 call sites. worked great when everything was 200k models. falls apart the second the selector mixes a 1m model with a 128k open-source one. the agent either wastes 800k of budget or hits a cryptic \"context length exceeded\" error the next turn after you switch down.\n\nnaive fix: replace the constant with a per-model lookup helper, sourced from a contextwindow field on each model option. boring. the interesting design problem is what happens at the exact moment of switching.\n\nthree calls we made.\n\nreconcile, don't just re-render.\n\nuser is at 600k tokens used, on a 1m model, switches to a 200k one. you can't just refresh the gauge and hope the next request goes through. it won't.\n\nour context engine, on a model change: recomputes the limit, re-emits a usage update so the ui is honest about the new ceiling. if usage is already past the tier-3 threshold (90%) of the new window, runs an in-place compaction before returning control. the compaction posts a feed entry: \"switched models, compacted 612k to 84k to fit.\" opaque upstream error turns into a legible state transition.\n\ntier-3 instead of the raw limit because the next turn needs headroom for input plus output.\n\nasymmetric. only compact on a shrink.\n\nfirst version compacted whenever usage was past 90% of the new window. wrong on a same-or-wider switch. two 1m models, 920k used, switching between them: technically over 90%, but the window didn't shrink. summarizing now just throws context away. the natural tier-3 auto-compact fires on the next turn anyway.\n\nguard: if newlimit >= previouslimit, bail. small change, big behavior delta. users were seeing \"switched to a smaller context window\" feed entries when they hadn't actually switched to anything smaller.\n\nfinally a race condition.\n\nuser mashes /model twice in a row. two summarize-and-compact runs start. both reading the message list. both writing. the compaction counter double-counts, the second summary runs against a partially-replaced list.\n\nsingle boolean in-flight lock around the reconcile path. if a switch lands while one is running, emit the usage update and bail. the in-flight one finishes with the right state. boring concurrency, only shows up in replay tests.\n\ntests passed. shipped to internal. then someone on the team tried an open-source model through gateway 1, used about 120k tokens, watched it auto-compact. the model has a 1m window. tier-1 should fire at 500k, not 100k.\n\nthis is where it got interesting for eng.\n\nthe bug: our context-limit lookup was running on the raw model id the request was made with. gateway 1 wants the slug as \"vendorname/model-name\". our model registry is keyed by the canonical id. lookup misses. falls through to the default of 200k. tier-1 (50%) of 200k is 100k. so the agent was compacting at 100k instead of 500k. no error, no warning, just compacting too early on every long session.\n\nsame class of bug for the other 2 gateways. each had its own naming convention. gateway 2 prefixes everything with a routing namespace. gateway 3 lowercases vendor slugs in a way our registry didn't match. plus dated snapshots, plus deprecated-model migrations. each path was treating the same model as a distinct model.\n\nthe agent runtime had been treating model identity as a string equality check. it should always have been canonicalize-then-equal.\n\nfix: a single canonicalization function at the boundary, run before any registry lookup. it already existed for some call sites. we just hadn't been disciplined about routing every code path through it. strips routing prefixes, strips dated suffixes, scans the oss model table case-insensitively, runs deprecation migrations. unknown ids fall back gracefully.\n\none funnel. every call site benefits.\n\nthe lesson i keep relearning, probably the reason i'm writing this: in an agent runtime, model names are the leakiest abstraction you have. a canonical identity ships with n gateway-flavored aliases. every config lookup keyed on the wire-format string is a latent bug waiting for a user to switch providers. the defense is to canonicalize at the boundary and keep the canonical form everywhere internal.\n\nmost of those lines are tests and call sites that swapped the constant for the helper. the conceptual work is small. the refactor pushes a runtime variable through a system that assumed it was a constant, and the bugs hide in places you don't think to look until a user with an unusual model slug finds them.\n\nopen-source model ecosystems make this load-bearing. closed-api providers ship a small, slow-moving set of ids. folding oss models into the same selector means dozens of providers, each with their own slug conventions, each with windows ranging 32k to 1m. the agent has to absorb that variance without surfacing it as confusion or quiet wrongness to the user.\n\nthree things i think you can learn from this:\n\none: every \"obvious\" constant in an agent runtime is a future bug. our 200k constant was obvious for 8 months. until it wasn't.\n\ntwo: the bug shows up in the second-most-popular path, not the first. most usage was on closed-api models where the lookup happened to work. the oss path was a test of whether our abstraction held up to variance. it didn't.\n\nthree: when the runtime gets a new degree of freedom (mid-session model swap, in this case), audit every place that read the old assumption. we didn't, and ate a few days of \"why did it just compact me\" reports before finding the canonicalization gap.\n\nper-model context windows. in-place compaction on shrinking switches. single funnel for canonical id resolution. sounds boring. load-bearing in practice.\n\nhope this helps you improve your code. or you can always try what we're building.",
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    "text": "RT @roger: With the @opencode team mostly using non-open source models I wonder if their software accommodates these unique differences or…",
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    "text": "make sure you're using the right harness for open source models, otherwise your experience will remain sub par, and like many you'll keep calling it a model problem.",
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    "text": "RT @MrAhmadAwais: cool hanging with @sama at the @openai 5.5 party. strong builder energy [⌐■-■] https://t.co/wF2BjskBZa",
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    "text": "so many amazing developers, the randomizer picked @Xianbao_QIAN as the winner. reach out via DM. Let's go! 👊\n\nthink i'll run a couple more of these. thoughts?",
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    "text": "RT @dvaladares: 2026 is wild. 🤯 On a @WestJet in 🇨🇦; @Starlink WiFi (thx @elonmusk), w/ my bffs @claudeai &amp; @CommandCodeAI; building a rece…",
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    "text": "What's the best open model? DeepSeek/Kimi with Command Code. https://t.co/mPvEHdZRy4",
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    "text": "Hiring for one of the most imp roles at Command Code.\n\nOwner of GUI for Command Code (design & dev)\n\nThis may be the best job on the market atm.\n\nCommand Code is blowing up. Billions of tokens an hour, developers love it, and we're scaling the team fast. Today it's CLI only. Next is a desktop app that hundreds of thousands of developers will use as their daily driver.\nWe're scaling the team as well. \n\nI'm hiring someone with deep passion to do it all, a developer, maybe ex founder, great eye for detail, and design taste. \n\nPerson in this role will fully own the design and development of a tool that hundreds of thousands of developers will use as a daily driver. \n\nNo managers. This a big product & direction we care about. You have to be able to build/design it all by yourself (lots of freedom) but at the same time you'll have me and my entire team ~15 to support you.\n\nWe have some great ideas on what this will look like. Not another copy-paste GUI like the ones floating around the community. We have strong opinions on what this should be, and they're different.\n\nStack will likely be Electron + Rust, with native Swift for the macOS-specific pieces. You need to be genuinely full stack, with real taste in design and an obsession with detail.\n\nThis would also be an extremely rewarding dream job, you'll join the company right when we have massive growth, and your work will be adopted fast. \n\nHow to apply:\nGo to my profile, apply to the open role, and also check my last few days of posts, esp the eng deep dives. So you know how we're solving some of the toughest problems in harness engineering. It'll tell you how we think.",
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    "text": "Mr. B hitting ~450M tokens in $1 Go plan of @CommandCodeAI and fixing what Opus 4.7 couldn’t with DeepSeek V4 Pro is exactly what you are missing. \n\nCommand is now probably the most used coding agent harness for DeepSeek models.",
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    "text": "what open models are you using for coding?",
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    "created_at": "Sun May 10 13:28:20 +0000 2026",
    "text": "cool hanging out with Boris @bcherny clis ftw!\n\ncreators of command code (left), claude code (right).\n[⌐■-■] https://t.co/ANiZ61fc30",
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    "text": "RT @MrAhmadAwais: cool hanging out with Boris @bcherny clis ftw!\n\ncreators of command code (left), claude code (right).\n[⌐■-■] https://t.co…",
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    "text": "what a day. we broke 100 billion tokens! \n\nCommand Code was 3rd & 6th most used coding agent¹ this week and probably the most used coding harness in the world for deepseek v4 models.\n\ni can literally load complete docs and full dependency's code before writing a single line with 1M context on deepseek. flash is ~100x cheaper than the alternatives, and at this context size it holds up shockingly well.\n\nalso, our $1/mo Go plan has made ai coding with open models accessible everywhere in the world, esp outside the bubble. a billion tokens of deepseek flash for $1 is a bit unbelievable too.\n\n¹ ranked against agents on openrouter. p.s. we're not on openrouter, we use 12 other providers.",
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    "text": "RT @yazanbruv: just built an entire android app for 16 cents on @CommandCodeAI using deepseek v4\n\naint never payin 200$ subs https://t.co/c…",
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    "text": "RT @MrAhmadAwais: what a day. we broke 100 billion tokens! \n\nCommand Code was 3rd &amp; 6th most used coding agent¹ this week and probably the…",
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    "text": "Every single min of the day someone's building with Command Code!! 🥳",
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    "text": "RT @saqibameen: @yazanbruv @MrAhmadAwais @CommandCodeAI My personal stats. trust me I'm also surprised https://t.co/XY5km3Tib9",
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    "text": "anyone in SF has a studio i can live stream from this tue/wed",
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    "text": "Command Code is now the 4th most used coding agent beating Kilo, OpenCode, Roo Code, and Hermes agent on Vercel AI Gateway!! \n\nthree reasons i could think why:\n\n1. First of all, yes we're going open source soon\n\n2. Our $1 Go plan with open models is the best AI coding deal on the market. Period.\n\n3. While other agents only cater to top commercial models, Command Code is probably the best harness purpose built for open models. \n\nMore in my eng deep dives¹ on repair harness engineering below.",
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    "text": "Why are developers using @CommandCodeAI?\n\n¹ how did we make deepseek outperform opus 4.7.\n\n(shared what we did so everyone can improve their harness not just us)\n\nhttps://t.co/D4toZAYves",
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    "text": "RT @88Vicarious: @MrAhmadAwais @CommandCodeAI @vercel Bruh a $1 plan? 🔥🔥🔥  This is actually insane  Finally something that doesn’t burn a h…",
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    "text": "Developers love working with Command Code\n\n\"I can definitely see the good engineering. Thanks for making it real, believe me when I say that this is a gamechanger.\"\nhttps://t.co/1zy0ENNLCV https://t.co/zdWetacf19",
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    "text": "Claude Code showing ads now? \n\nWorking on a billing problem, not stripe. https://t.co/Wvcu0bXPWR",
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    "text": "should we ship /goal to command code?",
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    "text": "3 Billion tokens on Command Code in $20. └(￣-￣)┐ https://t.co/LoIXjGTU0n",
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    "text": "Last night, I discovered a couple major improvements we can make to open models in Command Code. None of the coding agents have these. Pretty excited to improve and soon share the learnings with all, so everyone can improve not just us.",
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    "text": "update: 3rd most used coding agent now, LFG!! Command Code! https://t.co/RLLWi4WaQH",
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    "text": "GUIs can never, and I mean never compete with the raw power and agency of a CLI in your terminal. \n\nIt’s the biggest reason why we’ve started with a CLI @CommandCodeAI. After building what 70+ open source CLIs in over a decade. I don’t say this lightly. \n\nGUIs that exist today are restricted by the parameters of foggy notions of an old system of engineering that’s very much getting disrupted by AI. \n\nWhen given an option to build anything, use anyway, vs here’s what some random person on the internet thought what all your engineering work’s UI could look like, I’ll always prefer the option to do whatever I want, with no restrictions what so ever.  \n\nEvery single GUI app I have tried is missing so many features, so many things that I can’t do much about. Ah soo many clicks too. With the raw functionality of a CLI, I can do anything. \n\nEvery time humans needed to reinvent something, they always went back to a basic input/output terminal. \n\nWe don’t know what the future is of coding and engineering looks like. It’s definitely not an electron app with 60fps hard limit and 300MB min size of three columned UI. \n\nSo we the engineers & builders are back to the basics. Input/Output terminals. No over engineering to get in the way of whatever the future will potentially look like. \n\nIt’s not even a comparison. \n\nMy opinion of course.",
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    "text": "Several Command Code launches next week. 🤘",
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    "text": "Command Code is scaling super fast.\n\nAs Anthropic raises prices, developers are switching to open-source models, and they're not looking back. \n\nWe're adding thousands of new devs every day, the community is growing, and the Discord feed is pretty lit.\n\nBig ships coming next week!!",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Thu May 14 21:20:44 +0000 2026",
    "text": "RT @MrAhmadAwais: Command Code is scaling super fast.\n\nAs Anthropic raises prices, developers are switching to open-source models, and they…",
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    "text": "RT @CommandCodeAI: New in v0.26.5\n\n/model now supports configurable reasoning effort.\nSet it from low through max.\nAuto for provider defaul…",
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    "author_name": "Ahmad Awais",
    "created_at": "Fri May 15 19:00:34 +0000 2026",
    "text": "amazing to see developers get claude level work done in Command at 1/100th the cost and much better DX!!\n\nyet another developer, 382M tokens, $1 Go plan, \"DeepSeek in Command Code behaves exactly like Claude and follows my instructions perfectly.\"",
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    "author_name": "Ahmad Awais",
    "created_at": "Sat May 16 02:47:36 +0000 2026",
    "text": "Called it. Cursor selling the data it collected. \n\nHere’s my full video from the stream two weeks ago. \n\nWhy SpaceX acquiring Cursor\nhttps://t.co/phksEYtjxl",
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    "author_name": "Ahmad Awais",
    "created_at": "Sat May 16 02:48:06 +0000 2026",
    "text": "https://t.co/phksEYtjxl",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sat May 16 13:27:00 +0000 2026",
    "text": "Oh my god, our new branding + swag is (づ￣ ³￣)づ\n\nOne of the surefire signs you're building something people want and need is when adoption happens without you in the room.\n\nI had our new t-shirts printed at a small shop here in San Francisco. The guy who runs it isn't really a developer by trade, but he'd been using Claude Code anyway. He read the shirt, which mentions our coding agent, Command Code. \n\nHe grabbed our $1 Go plan. He tried it. He switched. By the time I came in to pick up the order, he was already using it for his own work. Open models are pretty good now, and at 1/100th the cost, you can do a lot.\n\nBut, hey there was no sales pitch in this loop. No demo, no founder explaining anything. Just a curious person, a t-shirt, and software that was apparently good enough to make him switch within a few days.\n\nI find this kind of adoption rare and instructive. The whole loop (encounter → curiosity → try → adopt) ran in days, in one person, with a t-shirt as the only \"ad.\" And maybe not even an ad. The product is undeniably good. Usually you need a funnel for this. Here the artifact and the work did all of it.\n\nThe only other time I've seen something I worked on spread this cleanly was the Mars Helicopter at NASA. That's a strange pair of examples, but the shape is the same: the work was good, and people noticed without being told.\n\nAt this point, all we need is for more people to try it. Command Code is contagious in a good way.\n\nI'm starting to think we're building the best coding agent for open models. Probably for commercial ones too.\n\nShip! Ship! Ship!",
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    "text": "RT @MrAhmadAwais: Oh my god, our new branding + swag is (づ￣ ³￣)づ\n\nOne of the surefire signs you're building something people want and need…",
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    "text": "RT @CommandCodeAI: Woohoo!! @CommandCodeAI 🤝 @Replit",
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    "text": "When developers find out they’ve been using DeepSeek wrong. https://t.co/DEBhykdXK3",
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    "text": "RT @MrAhmadAwais: When developers find out they’ve been using DeepSeek wrong. https://t.co/DEBhykdXK3",
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    "created_at": "Sun May 17 23:49:53 +0000 2026",
    "text": "dx improvements on sunday. command code usage logs are super nice to work with now. enjoy!! https://t.co/KE7PWub4Tx",
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    "created_at": "Mon May 18 01:21:18 +0000 2026",
    "text": "oh sh*t, i'm gonna do it again. \n\nwe made open models outperform commercial models.\n\nlast 17 days, command code fixed tens of thousands of tool calls, make deepseek and kimi match and sometimes beat claude/gpt model perf.\n\ni've found 16K more variants of these.\n\nbuilding repairs for each like db migrations. \n\nthis will make command code such a powerful coding harness. and the most fun fact here is that cmd itself helped us diagnosed these with runtime data. \n\nself driving repairs are going to be a thing. \n\nshipping now!!",
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    "author_name": "Ahmad Awais",
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    "text": "RT @MrAhmadAwais: oh sh*t, i'm gonna do it again. \n\nwe made open models outperform commercial models.\n\nlast 17 days, command code fixed ten…",
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    "author_name": "Ahmad Awais",
    "created_at": "Mon May 18 17:56:06 +0000 2026",
    "text": "omg so much to do. ¯\\_(ツ)_/¯\n\nCommand Code (cmd) has started fixing itself.\n\ncmd is creating more prs then team's able to handle. \n\nand these prs are all so good that i can't ignore them.\n\nit's completely hijacked my life…\n\nit's addictive. \n\n20+hrs of sitting/working not good.",
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    "created_at": "Tue May 19 06:28:10 +0000 2026",
    "text": "RT @TheL11K: @elonmusk Elon, check out @CommandCodeAI, would be an interesting Collab, considering the progress they have been making with…",
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    "text": "RT @drsxr: This seems like it might be more important than we think for open source models cc: @0xSero",
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    "created_at": "Tue May 19 07:01:24 +0000 2026",
    "text": "\"Crazy to see the power command code holds.\" \n\n^when developers use the best coding agent for open models. [-_-]",
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    "created_at": "Tue May 19 13:20:00 +0000 2026",
    "text": "when devs find out their coding agent had a skill issue. \n\nopen models can outperform closed at 1/25th the cost. https://t.co/FNAQm8gnsD",
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    "text": "See you at Google I/O. https://t.co/fciDBfJo50",
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    "text": "Google I/O with Command Code!! https://t.co/DcG8iFvBlT",
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    "text": "the new Gemini flash 3.5 is like 3x expensive from before. \n\ntesting and evaluating it for Command Code. shipping it today. \n\nit’s still quite cheaper compared to GPT 5.5 and Opus 4.7. and I have a feeling it’s gonna be one of the best launches today. \n\nare you tryin’? https://t.co/9gvMr1e9tO",
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    "created_at": "Tue May 19 20:23:49 +0000 2026",
    "text": "Gemini 3.5 flash now available in Command Code Pro\n\nAnd it’s super fast, flash after all.",
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    "text": "wow Gemini 3.5 flash follows taste by Command Code even better than Opus 4.7 and GPT 5.5.\n\nthis will change things for me. \n\nit's probably the most taste compliant model yet. https://t.co/sp9DfhF44L",
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    "text": "gemini 3.5 flash is super funny and fast. (^_^)\n\nmade a cli to tell date to check how it does.\n\nasked for funny names. \n\nit published `dmn` (date-me-now) (^_^)\n\nhaha!! https://t.co/Fi4NM53NWh",
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    "text": "Is that how they’re hacking all those npm pkgs?",
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    "created_at": "Wed May 20 21:20:34 +0000 2026",
    "text": "RT @rathorehq: @MrAhmadAwais extremely bullish on command code",
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    "text": "RT @CommandCodeAI: A dollar for $40 of DeepSeek V4 Pro usage?\n\nHard to say no to that. https://t.co/f24NQJiTXq",
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    "text": "socket will soon be the biggest dev-friendly security company. $10 B+ feels inevitable.\n\ni found feross through open source years ago. he's rare: a great oss dev who cares about security, dev experience, and oss equally.\n\nhe was also our first angel at @CommandCodeAI. believed in us before pretty much anyone did.\n\nsocket is the only security company i've seen that gets developers and security folks alike.\n\ni asked him once why security. he authored webtorrent, the in-browser torrent client, and said building it is what pulled him in.\n\nwith ai accelerating security problems, socket will be one of the most important security companies of the next decade.\n\nbut that's not why he'll win. feross is one of the kindest, most pay-it-forward people i know. he's good people!!",
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    "text": "When developers beat Claude Code with Command Code using open source models.",
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    "created_at": "Fri May 22 01:28:53 +0000 2026",
    "text": "RT @CommandCodeAI: Introducing Command Code Provider API.\n\nUse your Command Code plan through an OpenAI and Anthropic compatible API. https…",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Fri May 22 01:30:11 +0000 2026",
    "text": "command code is 2'xing growth daily 500bn tokens 🔥",
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    "author_name": "Ahmad Awais",
    "created_at": "Fri May 22 21:37:54 +0000 2026",
    "text": "RT @CommandCodeAI: New in v0.26.21\n--model now sets the model for any run.\n\nWorks in the TUI.\nWorks headless with -p.\nFuzzy matching on eve…",
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    "text": "RT @MrAhmadAwais: @deepseek_ai LFG!! The $1 Go plan which stretches to $40 @CommandCodeAI for DSv4 Pro is now permanent. This is AI for eve…",
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    "text": "RT @CommandCodeAI: Qwen 3.7 Max is now 50% off on Command Code.\n\n- Same budget, 2x the requests\n- Input, output, cache read/write all disco…",
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    "author_name": "Ahmad Awais",
    "created_at": "Sat May 23 23:27:00 +0000 2026",
    "text": "\"using Command Code [+ deepseek] is better than opencode + deepseek\"",
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    "text": "RT @hashanwick: Permanently switching my harness to Command Code!",
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    "author_name": "Ahmad Awais",
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    "text": "i hesitate before hitting esc now. coding agents broke 30 years of muscle memory in a year.",
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    "text": "RT @MrAhmadAwais: @lexrus make sure you're aware of the tool call issues that cause deepseek quality to drop a lot, and how to fix them, ht…",
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    "text": "how did we fix the ai design slop problem in llms - DeepSeek/Kimi/Qwen or Claude/GPT?!\n\ni've been thinking about \"why do all ai-generated designs look the same?\" is it a model problem or a harness problem?\n\ncontext: we're fixing the llm design problem with `/design` for @CommandCodeAI - atm it has 16 modes, 24 reference documents, ~4,500+ lines of encoded design taste from some of the best designers in the world. it reads your codebase, identifies what's broken, and edits real files. no figma. no markdown mockups. the output stops looking like ai slop.\n\ni've been staring at ai-generated uis for a while now and noticed something that i think is underappreciated: llms can write css fluently but have essentially zero design taste. and the failure mode is not random, it's a very specific, very small distribution.\n\nlet me explain.\n\nwhen you ask a model to build a landing page, it reaches into the mode of its training distribution. the mode of all landing pages on the internet is: centered hero, gradient text, glassmorphism card, three identical feature tiles, indigo accent, Inter font, bounce animation. this is the \"average website.\" the llm is doing exactly what we trained it to do - predicting the most likely next token given \"build a landing page.\" the most likely landing page is the average landing page. the average landing page is mediocre by definition.\n\nthis is not a capability problem. the model knows oklch(). it knows prefers-reduced-motion. it knows golden ratio. it knows how to set a 65ch measure. it just doesn't know when to use these things, because \"when\" is taste, and taste is not well-represented as a statistical prior over internet css.\n\nso we thought what if we gave every llm a design taste with `/design`. here's what we found:\n\n1/ the failure design dataset is surprisingly small.\n\nwe talked to a bunch of designers with great design taste and asked them to label AI-generated UIs. what are the tells? turns out there are basically ~10 and they account for ~90% of the \"this looks AI-generated\" signal:\n\n- tech gradient (blue-violet glossy energy on everything)\n- generic tech hue (indigo because \"software\" not purple btw)\n- feature tile grid (icon + heading + sentence x N, all equal weight, nothing prioritized)\n- accent rail (colored stripe on card edge = decoration pretending to be organization)\n- unearned blur (glassmorphism without a depth system)\n- stat monument (oversized numbers filling space where a product story belongs)\n- icon topper (rounded-square icon above every heading as template filler)\n- bounce everywhere (elastic easing because the API has it, not because it's purposeful)\n- default type (whatever font the training distribution likes this year)\n- center stack (everything centered because no composition decision was made)\n\nthis is super similar to what we see in other llm tool failures. tool calling errors? 4-16 types. fixing that made deepseek outperform opus 4.7, i wrote about that before!\n\nso i started researching maybe a dozen common patterns are design tells? 10. the failure distribution is narrow and we could repair ai design. this means it's a tractable and deterministic problem. `/design smell` hunts all these and scores severity on a /10 scale.\n\n2/ the deeper problem is compositional, not cosmetic.\n\nthe more interesting thing i found was that most of these tells are symptoms, not causes. the actual bug is that the model chooses layout before it chooses purpose.\n\na dashboard and a landing page have completely different jobs. a dashboard is a Monitor surface - status, alerts, metrics, live data. a landing page is a Decide surface - proof, risk reduction, one clear action. these need fundamentally different spatial compositions. but the LLM reaches for the same centered-hero-plus-cards layout for both, because that's the mode of the training distribution.\n\nso we built work-pattern-first composition. before the agent touches any visual property, it must identify which of 7 patterns the surface serves:\n\n- Monitor: status boards, alerts, metrics, live priority\n- Operate: command bars, canvases, inspectors, direct manipulation\n- Compare: tables, matrices, split views, ranked lists\n- Configure: grouped settings, forms, previews, commit areas\n- Learn: article flow, walkthrough rhythm, progressive sections\n- Decide: focused pitch, proof, risk reduction, one dominant action\n- Explore: search, filters, maps, galleries, reversible discovery\n\nthis is essentially chain-of-thought for design - force the model to reason about the *purpose* of the layout before generating the layout. i think there's a general lesson here. when an LLM is generating something compositional (code, UI, writing), forcing it to commit to a structural frame *before* generating tokens within that frame helps a lot. it's the same reason chain-of-thought helps with math. you're reducing the entropy of the generation by conditioning on a high-level plan.\n\nthis single constraint eliminated more generic-looking UIs than any aesthetic rule we wrote.\n\nmany phenomenal skills exist in the space, i bet they had the taste for great design but didn't know they were fixing the chain-of-thought problem instead of the style problem. i think that's why their skills are super loopy instead of being reliably good.\n\n3/ validate-then-repair, again.\n\nmy first version tried to audit and fix design simultaneously. this what many design skills do and fail. it's the \"preprocess\" approach and it fails for the same reason it failed in tool calling: you're encoding a prior about what's broken, and you get false positives that silently corrupt things. it would recolor something that needed relayout, or polish typography on a composition that was fundamentally wrong.\n\nthe thing that worked: separate diagnostic from treatment, but make them a mandatory pair.\n\naudit modes (`checkup`, `smell`, `review`) produce structured reports. treatment modes (`redesign`, `relayout`, `recolor`, `typeset`, `motion`, `interaction`, `responsive`) consume those reports before making changes. the audit localizes the problem. the treatment mode only spends \"repair budget\" where the audit actually disagreed.\n\nsame shape as tool calling repair. let the design system complain first, then fix only what it complained about. the validator does the localization work for you. cheap-then-careful, fast-path-then-evidence. i keep seeing this pattern everywhere.\n\ntreatment modes don't just do report cleanup. they run their own full pass after absorbing the report. the report is more context, it's not a todo list.\n\n4/ why oklch() color fn matters for llms\n\npersonally, i always struggled a bit with the oklch() css fn but llms understand it super well.\n\nthis one is fun. llms default to hsl because that's what's in the training data. HSL lightness is perceptually nonlinear - hsl(60, 100%, 50%) (yellow) and hsl(240, 100%, 50%) (blue) have the same L value but look completely different to a human eye. so when the model tries to build a \"consistent\" palette by keeping L constant, the result looks wrong in ways the model can't diagnose from the css alone.\n\noklch has perceptually uniform lightness. this means the model can reason about color mathematically and have the result match perceptually. equal steps in the number space produce equal steps in the visual space. it's the right abstraction for an llm to work in, because it makes the optimization landscape smooth small changes in the parameters produce small changes in the output. hsl has cliffs and plateaus everywhere.\n\ni think this generalizes: when you're designing an interface for an llm to work through (whether it's a color space, a schema, or an api), choose representations where the distance in parameter space correlates with the distance in output space. the model optimizes over parameters. if the mapping from parameters to outputs is nonlinear and full of discontinuities, the model will struggle even if it \"knows\" the right answer in principle.\n\nwe go further: the agent picks emotion before hue. calm vs urgency vs trust vs momentum. then it builds the palette in oklch with constraints - clamp chroma at lightness extremes, tint neutrals toward brand hue, 60-30-10 distribution. the agent can't default to indigo. the system requires a reason before a hue. no more indigo slop. and it's indigo, not purple.\n\n5/ state coverage is the most honest metric.\n\nthe most quantitative signal we found: count the number of interaction states per component. a human designer ships 7-9 states (idle, hover, active, focus, loading, empty, error, disabled, overflow). an AI agent ships 1-2 (idle, maybe hover). this is a clean, measurable proxy for design quality that requires zero subjective judgment.\n\nwe just... count. does this button have a focus state? does this form handle empty? does this list handle overflow? the median AI-generated component has 1.5 states. the median human-designed component has 6+. roughly an order of magnitude. the gap is enormous and trivially detectable.\n\n6/ a meta-observation beats an infinite loop.\n\nthe biggest failure mode of AI design tools i found is you detect problem → attempt fix → the fix creates a new problem → attempt fix → loops forever. the agent re-runs the same mode hoping for a different result. it never converges.\n\nwe solved this by reward model written in plain English. after each mode completes, the system recommends 2-3 specific next modes:\n\nredesign → checkup, review (validate the change)\nsmell → finish, refine (fix what was found)\nrecolor → responsive, motion (test viewports, add transitions)\nfinish → typeset, recolor (fine-tune the details)\n\nthe flow is: build → audit → refine → style → frontend → ship. the agent knows what to do next instead of re-running what it just did. this is a trivial intervention - a lookup table, basically but it eliminated the looping problem almost entirely which is super common in most design skills out there.\n\n7/ truthful completion is the hardest constraint.\n\nthe most insidious AI design behavior: claiming work that isn't visible. \"added hover states\" when no hover CSS was written. \"improved spacing\" when margins didn't change. \"enhanced motion\" when no keyframes exist.\n\nevery mode has a \"bar\" - the minimum visible change required for the mode to count as complete. `typeset` must change body text, heading scale, labels, button text, form text, metadata, and responsive behavior. changing only the hero headline is not enough. `motion` must add animation to at least 8 transition moments. changing one easing value is not enough.\n\nthe agent can't claim \"motion improved\" because it changed a duration from 200ms to 250ms. the user must be able to see new or clearly better behavior. this is surprisingly hard to enforce and the single most important quality constraint in the system.\n\n8/ finally here's my meta-observation about design taste in general\n\nwhat we built is basically a reward model for design, implemented as structured english instead of a neural network. it defines what good looks like across 24 reference documents, gives the llm a rubric, and lets it self-evaluate. the 10 smells are negative rewards. the 9 states are a completeness check. the 7 work patterns are a structural prior. i'm sure this will grow.\n\nthis is taste engineering in the limit. you're not writing instructions. you're writing a curriculum. the model already has the capability (it can write any CSS). what it lacks is the policy on when to use which capability, and what \"good\" looks like.\n\ni find it interesting that the policy is so compact. ~4,500 lines to encode \"design taste\" well enough that the output passes designer review. that suggests taste (at least for UI design) is lower-dimensional than it feels. it's not an infinite space of subjective preferences. it's a finite set of principles, applied consistently, with a small catalog of common violations.\n\nthe model didn't change. we told it what good taste looks like. same lesson as tool calling: \"capability gap\" is usually \"contract gap.\" the model knows how to write css. it just hasn't been told what good css looks like for *this specific surface*.\n\ni now believe that different llms have different baseline design capabilities, but it's your coding agent, the harness, that makes the difference in the end. the model didn't get better at design. the harness taught it what designers actually look for.\n\ni'm sharing my learnings so every harness out there can benefit not just our agent.\n\ntry it yourself with what we built in Command Code.\n\n`npm i -g command-code && cmd` then `/design smell` on any project. read the md or html report.\n\ni care about design more than most engineers do, and seeing this work feels super good.\n\na lot of what looks like a model capability gap is actually a contract gap. fix your harness. design slop is your \"coding agent skill issue,\" not the model's.",
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    "created_at": "Mon May 25 04:18:52 +0000 2026",
    "text": "@Alibaba_Qwen several times down today, developers using @CommandCodeAI reporting a bunch of issues since the morning. Could we do something about the reliability of Qwen 3.7 Max?",
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    "text": "RT @MrAhmadAwais: how did we fix the ai design slop problem in llms - DeepSeek/Kimi/Qwen or Claude/GPT?!\n\ni've been thinking about \"why do…",
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    "text": "“DeepSeek V4 Pro inside Command Code performs better than inside OpenCode. \n\nIt didn’t go off the rails as often as Opencode, even with a big context window, plus it works faster”\n\nIf you’re not using Command Code you’re ngmi.",
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    "text": "RT @yazanbruv: 500million+ tokens for less than a dollar on deepseekv4 using @CommandCodeAI  for a $1\n\nyou can basically build (like i did)…",
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    "text": "RT @MrAhmadAwais: “DeepSeek V4 Pro inside Command Code performs better than inside OpenCode. \n\nIt didn’t go off the rails as often as Openc…",
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    "text": "RT @MrAhmadAwais: update: 3rd most used coding agent now, LFG!! Command Code! https://t.co/RLLWi4WaQH",
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    "text": "Just recorded a super fun latent space podcast with @swyx talking about how we fixed deepseek tool calling and made it outperform opus 4.7 with Command Code. https://t.co/BTljbxd8Ca",
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    "text": "I'm close to hitting 50K on X. Should celebrate.\n\nGiving away 3 Pro subs to @CommandCodeAI \n\nSTEPS\n1. Follow @MrAhmadAwais \n2. Follow @CommandCodeAI \n3. Repost this post \n\nAnd reply with what you're your building with Command Code.\n\nWill pick randomly soon as I hit 50K. LFG! https://t.co/TZascJIpRa",
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    "text": "we fixed the ai design slop problem with /design",
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    "text": "RT @MrAhmadAwais: we fixed the ai design slop problem with /design https://t.co/V3Dd0owzG6",
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    "text": "Command Code surpassed 1 trillion tokens mark today!!",
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    "text": "RT @cropsgg305: Try the best harness out there guys 🚀 @CommandCodeAI",
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    "text": "RT @MrAhmadAwais: @starmexxx It does NOT. Much better to pay for it in the cloud especially with $1 Go plan of @CommandCodeAI with $10 in i…",
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    "text": "You can now get like 100x more usage on MiMo models on Command Code. \n\nMiMo-V2.5-Pro &amp; MiMo-V2.5 are now ~99% off. \n\nCommand Code $1 Go plan with $10 in credits will effectively stretches to $50 usage now.\n\nOn all plans and even extra top-ups.\n\nPick from /model and let's go! https://t.co/HW5DRm479X",
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    "text": "RT @tonyblu331: Tbh, best deepseek harness I have tried so far.",
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    "text": "Eid mubarak everyone! 🐐",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Wed May 27 18:11:55 +0000 2026",
    "text": "omg developers just stop using default terminal apps in mac/linux/windows. it’s like using Internet Explorer today.\n\nuse Alacritty (cross platform) or Ghostty (mac).\n\nmodern terminal apps have a lot to offer. y’all are seriously missing out. default terminal apps users are ngmi.",
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    "created_at": "Wed May 27 19:25:47 +0000 2026",
    "text": "RT @2LevyBonito: Other Agent Harnesses allow for a maximum of 4 sub-agents, however, CommandCode just dropped 6 sub-agents, really incredib…",
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    "text": "Called it!! \n\nClaude Code has a major tool call problem. If you’re using it for open models your tool calls are basically fucked!! \n\nIn Command Code I fixed 4 variations, then 12, then 36K. Repairs are free. No tokens spend. \n\nall open models need lots of harness engineering!!",
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    "text": "Claude Opus 4.8 now on Command Code. \n\nJury still out, I think on max reasoning, it reasons a heck lot, definitely feels different from 4.7 — a lot different actually. \n\nClaude Code multi agent thing is all Haiku, that reduced the quality of work for me. lol 🤔\n\ny'all thoughts? https://t.co/J1zxqyiovl",
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    "text": "RT @MrAhmadAwais: omg developers just stop using default terminal apps in mac/linux/windows. it’s like using Internet Explorer today.\n\nuse…",
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    "text": "RT @MrAhmadAwais: Claude Opus 4.8 now on Command Code. \n\nJury still out, I think on max reasoning, it reasons a heck lot, definitely feels…",
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    "text": "Claud Opus 4.8 is hallucinating a lot. Like a lot a lot.",
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    "text": "RT @MrAhmadAwais: I'm close to hitting 50K on X. Should celebrate.\n\nGiving away 3 Pro subs to @CommandCodeAI \n\nSTEPS\n1. Follow @MrAhmadAwai…",
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    "author_name": "Ahmad Awais",
    "created_at": "Fri May 29 18:32:37 +0000 2026",
    "text": "not happy with Opus 4.8\n\nOpus 4.8 tried to rm -rf entire .git folder!!\n\nIn the last 20+ hours:\n\n• Opus 4.8 thought there were hundreds of other agents working on same repo/git/branch when there were none\n\n• Opus 4.8 has tried to add index locks to stop other hallucinated agents from committing code\n\n• it then tried to rm -rf .git folder to get rid of git so no other agent could commit anything\n\n• Opus 4.8 has hallucinated in thinking i was building claude code itself when i wasn't\n\n• it's lazy it thinks many other agents are working on a problem (feels like a system prompt issue but it's deeper like its in the training data)\n\n• it tries to over engineer every little detail, and even on high effort\n\n• something is super off, if i asked to review code it kept saying things like \"let me be honest\" /review over engineered, then it auto deletes, then /review brings back the same old defense in depth over engineering\n\ni'm overall not happy with it. it seems confused. feels like the env it was trained in is not the env its getting in Claude Code and it's causing this behavior.",
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    "text": "Command Code among the big ones already!!",
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    "created_at": "Sat May 30 04:26:41 +0000 2026",
    "text": "my new fav supa fast (400tps) and cheap open model.\n\nStep 3.7 Flash just shipped in Command Code. https://t.co/q1LjhuTgsT",
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    "url": "https://x.com/MrAhmadAwais/status/2060764461036978349",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sat May 30 16:45:09 +0000 2026",
    "text": "BIG day for us!!\n\n@CommandCodeAI has crossed $1M in annual run rate, 1 trillion tokens of usage, with over 9K customers, just 24 days after our public beta launch.\n\nwe believe this makes it the fastest-growing coding agent harness for open models. 3rd largest by usage.\n\nCommand Code is built around two ideas:\n1. open models should be production-grade for coding. \n2. your coding agent should learn your taste.\n\nwe're building for taste and developer experience. so instead of making a soup of thousands of models, we build for the best ones, open or closed. the goal: a coding agent that feels like an iphone, opinionated and with taste, not a random android or a windows phone with no taste.\n\non the first idea: open models.\nwe fixed the \"open models aren't good enough at tool calling\" problem. our research came down to two things, quality and speed, and both trace back to one root cause: broken tool-calls that open models produce, especially when you use a bad harness.\n\nopen-model tool-call failures are not deep, they are a small finite set of contract mismatches. so we repair them, with zero token loss. what started as 4 repairs is now the largest repair layer in the space: 36k tool-call fix variants. i wrote the idea up openly¹ a few weeks ago, and it has quietly become a de facto way people fix open models. \n\ndevelopers have either adopted Command Code or used the same idea to build repair harnesses for nearly every top coding agent. i take that as more meaningful validation than anything we could say about ourselves.\n\non the second idea: taste.\nCommand Code builds your coding taste into skills, learned from your accepts, rejects, edits, prompts, and the corrections you repeat. over time it drifts away from generic code and toward how you actually ship code. it learns continuously, and while it is early, the direction feels right.\n\nnet effect: developers using Command are writing production-quality code on open models, 10x to 100x cheaper, without fighting tool calls, while building repo and team-wide coding taste that compounds. \n\ni believe these numbers are a consequence of getting those two things right.\n\nwhat's next.\nwe've applied the same repair idea to ai design slop, and bundled a /design capability² so every developer can level up their design work. the early response has been great.\n\nwe have a big roadmap ahead of us. the feedback we hear most is that Command Code feels fundamentally different: an approach built on taste and repair.\n\nwe're going open source next month. today we're a cli at the core, and we're also launching a full-fledged gui app, sandboxed background agents, and cooking up something fun i can't wait to share.\n\nwe're growing too, hiring in sf and remote worldwide. check open roles on my profile bio.\n\ntry it now.\nnpm i -g command-code\n\nif you like engineering deep dives on how we're doing all this, i've linked some relevant posts below.",
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    "text": "@CommandCodeAI is 3rd largest coding agent by usage on different leaderboards. closing in on 2T scale.\n\nhttps://t.co/4rWDW1bx8k",
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    "text": "RT @mojombo: It turns out that if you fix tool calling and add a taste layer on top of open models, you can get really good performance for…",
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    "created_at": "Sun May 31 19:40:27 +0000 2026",
    "text": "noon 12pm monday 1st june, command code deal drop. https://t.co/FRmrfTGEyF",
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    "text": "RT @MrAhmadAwais: @mattpocockuk bunch of folks tagged me on this. \n\nwe literally fixed this with /design in @CommandCodeAI \n\nit's a bundled…",
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    "created_at": "Mon Jun 01 02:49:46 +0000 2026",
    "text": "RT @CommandCodeAI: MiniMax M3 is live now on CommandCode! \n\nA frontier-class open-weight model with 1M context, frontier coding, agentic pe…",
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    "created_at": "Mon Jun 01 08:16:43 +0000 2026",
    "text": "RT @CommandCodeAI: MiniMax M3 is now 50% off for the next week! \n\nIf you haven’t tried it yet, our Go plan starts at just $1 and includes $…",
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    "created_at": "Mon Jun 01 19:53:45 +0000 2026",
    "text": "Qwen 3.7 max is now free in Command Code!! \n\nfor all subscribers for $1 Go plan or Pro/Max.\n\nstarting now, for next three days, till capacity lasts. \n\nnpm i -g command-code\ncmd \n\n/model\nQwen 3.7 Max (FREE)\n\nHave at it y'all!!\n\n# (or `cmdc` on windows)\ncmd update\n\nLet's go! 👊",
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    "text": "free qwen 3.7 max in Command Code today, LFG!!",
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    "text": "RT @MrAhmadAwais: Qwen 3.7 max is now free in Command Code!! \n\nfor all subscribers for $1 Go plan or Pro/Max.\n\nstarting now, for next three…",
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    "text": "RT @CommandCodeAI: Qwen 3.7 Max is now FREE in Command Code.\n\nOne of the most premium open models!\n\nLIVE NOW\n• for all subscribers $1 Go, P…",
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    "text": "@amadeus couldn't find what license is for diffs/trees?",
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    "text": "RT @CommandCodeAI: DeepSeek works best in Command Code.\n\ntwo ways to prove it:\n\n$1 Go plan with $10 → $40 for DeepSeek V4 pro\n\nread this ha…",
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    "text": "This is why you’re not using open models! https://t.co/3jWSv1AAex",
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    "text": "Command Code just crossed 10K paying customers! 🎉 \n\nIt took 30 days to go from 0 to 10k customers.  \n\nSoon we'll be adding the same daily. \n\nCooking something special here.\n\nBest harness for open models. https://t.co/WoZ94KKLR4",
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    "text": "NVIDIA Nemotron 3 Ultra now in Command Code!\n\nit's now my favorite model replacing all other flash models. and boy it's so fast!!\n\nthe strongest us open model released today!\n• 1M context\n• 5x faster inference\n\nOur $1 Go plan gets you ~$23 usage on Nemotron.\n\nthis is awesome!!",
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    "text": "RT @CommandCodeAI: Fixing bugs has never been easier. https://t.co/DIIe8FYg4F",
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    "text": "what's your favorite open model for code now?",
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    "text": "when developers don't work with Command Code x open models :P",
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    "text": "y'all i may have discovered a way to reduce costs over 21x on many models in Command Code. knee deep into this for several hours, i can't believe this myself.",
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    "text": "i don't use 90% of the vs code features anymore.\n\ni'm changing!! as someone who's been writing code for 27 years now, this is the biggest change i'm experiencing.\n\nsoftware engineering is changing more deeply than i had realized.\n\nas we build a GUI app for Command Code, i'm forced to take a hard look at all of this. things i'm discovering i don't need anymore.\n\ni remember pivoting from Electrical Eng to Computer Science after graduating, everything i knew about my life changed. this feels like that.\n\neverything i knew about software eng, all my tricks and hacks were built for a world where i'd write a lot of code manually. it's all changing now.\n\ni spent 1,000+ hours building vscode .pro. course 65 videos 100+ extensions in it and taught 31,715 developers how to become editor power users. but i don't use 90% or more of that now.\n\nthe extensions are fine. the job they were installed for is just gone.\n\ni hardly need snippets, or weird shortcut shenanigans, debugging is more hard core now then stepping over/in to code, Command Code writes scripts and wires itself in there, reads logs, and verifies everything for me.\n\nevery one of them existed to speed up human-typed code. emmet expanded your html. linters caught your typos. gitlens prettied up your blame. snippets, keybindings, macros, all of it sanded down the keystroke.\n\nthen agents deleted the keystrokes. and more i guess.\n\ni run Command Code now (3rd largest coding agent in the world) and my whole setup is a terminal, an agent, and taste. the scarce skill moved up the stack: from \"how fast can you edit a buffer\" to \"how precisely can you specify intent and verify the result.\"\n\ncontext engineering > keybinding engineering. reading code > writing code.\n\nhow fast can i review code and understand what's changing is the bottle neck now. not my snippets or multi cursor hacks.\n\nthe part i can't stop thinking about: the agent interface is still primitive. chatting with a coding agent in a terminal feels like using an 80s computer console. text in, text out, scroll forever.\n\nthe gui for this new computer hasn't been invented yet. like anything, i wanna take a shot at this. i'm going to translate my entire shipsheet workflow into our upcoming gui.\n\ni think some of its properties can already be predicted:\n\n1. it'll be visual. vision is the 10-lane highway into the brain. diffs, dependency graphs, test matrices want to be seen. reading them line by line out of a scrollback buffer is brutal. watching an agent work should feel like watching a build pipeline. right now it feels like tailing a log file.\n\n2. it'll be generated on demand. a refactor wants a different surface than a debugging session, which wants a different surface than a security review. the ui should rebuild itself around the task at hand instead of shoving everything through one chat box.\n\n3. the autonomy and human elements. how much do i want to steer right now: approve every tool call, or only review the final diff. the gui's job is making delegation legible. what did the agent do, why, and where should i look.\n\nthe cli is the right first move. it's raw and native. it won't be beat. the agent should live on your machine, or in a sandbox, with your env, your repo, your private context, at least in this slow-takeoff world of jagged capabilities. but the terminal is where this paradigm starts. it ends somewhere much weirder.\n\nthere's something very funny about the guy who built his career teaching editor mastery now building the thing that retires most of it. no regrets. those 1,000 hours taught me exactly what developers touch a hundred times a day, which turns out to be exactly the knowledge you need to design what comes after it.\n\ni've never been more excited to build.",
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    "text": "try now it's live.\n\ni found a way to manipulate cache in dynamic yet snapshotted ways while keeping context fresh which no other coding agent is doing. Freshness of imp things lead to higher quality coding.\n\nrun `cmd update` make sure you're on `command-code@0.33.0` or later.\n\nmake sure to start fresh new sessions and track.\n\nthis is a major improvement in caching, there's much more to it on inference side that i tested against top 10 coding agents and on 1Bn+ tokens over last 18+ hrs of my testing (my 2 days of work tbh) and 24hrs of real user logs on caching, i'm expecting this to save over 2.9x to 21x in costs based on models and user caching behaviours across all models.\n\nfeat: dynamic prefix cache thrashing by relocating volatile dynamic context block 🥳",
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    "text": "RT @MrAhmadAwais: i don't use 90% of the vs code features anymore.\n\ni'm changing!! as someone who's been writing code for 27 years now, thi…",
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    "text": "this is what saves model costs in a big way. \n\ndynamic prefix cache thrashing by relocating volatile dynamic context blocks to make cache invariants. https://t.co/Gk80PTEhSq",
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    "text": "Looks like I crossed 50K followers! 🥳\n\nWinners of our @CommandCodeAI $30 credit giveaway:\n\n@dustinhyle -  fixed openclaw and cmd succeeded\n@jkudish - building a receipt scanner\n@SanthProject - building compiler for GPUs\n\nTwo more!\n@yazanbruv - @TotallyNotParth",
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    "text": "RT @Tabib_Hasan_: 134.6M tokens.\n1,160 agent runs.\nEffective cost: $0.239.\n\n($1 starter plan gives $10 credits) \n\nBeen testing @CommandCode…",
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    "text": "RT @CommandCodeAI: so fun to understand tokens with our usage calculator! https://t.co/9s0UvJBblH",
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    "text": "RT @CommandCodeAI: New in v0.32.3 ⋅ /configure-models\n\nRoutes background requests to a model of your choice.\n\nRun compaction on MiniMax M2.…",
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    "text": "RT @MrAhmadAwais: @buildwithhassan Founder @CommandCodeAI here. We have 4x usage compared to OpenCode on these models. \n\nWe also have the b…",
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    "text": "RT @CommandCodeAI: New in v0.33.2\n\nBrowse the web now from your terminal.\n\nWeb Search → ranked results\nWeb Fetch → reads full pages, not a…",
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    "text": "So much is happening at Command Code right now. Feels amazing to see us winning on multiple fronts this early. Excited for the June launches.",
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    "text": "Command Code effect on Vercel AI Gateway as we launched in public beta 1st May and grew to trillions of tokens repairing over 40% of DeepSeek’s tool calls and became one of the most used coding agent harness for open models.",
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    "text": "RT @CommandCodeAI: Claude Fable 5 now available on Command Code.\n\nThe Mythos class, state-of-the-art model shows exceptional performance in…",
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    "text": "5 years from now, no one will be talking about tokens.",
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    "text": "Command Code v0.34.0 is here!\n\n3 new versions today, we're shipping fast!!\nlots of quality of live improvements.\n\n- feat: add Claude Fable 5\n- fix: resolve [Text#N] paste placeholder into text for slash commands on submit\n- feat: major rehaul of lists and windowing /models /skills /mcp /agents\n- fix(tools): recover tool calls whose args are wrapped in a one-element array\n- feat: command aliases + consistent picker design across the TUI\n- fix: /context counts only enabled skills\n- fix: prevent flicker and OOM when scrolling long lists in /skills and /models\n- fix: a crashing MCP server no longer takes down the CLI\n- fix: stop running shell commands on Esc instead of waiting for them to finish (#428)\n- fix: /model and /configure-models pickers scroll within a viewport (selection bar, no OOM)\n- fix: /model selector scrolls within a viewport instead of jumping to the bottom\n- fix: /skills no longer flickers while scrolling or reprints a duplicate header on exit\n- fix: Per-task model overrides now fall back to ZDR-safe defaults on background tasks\n- fix: /context skill count and print mode now honor skills disabled via /skills\n- fix: write taste-relative paths so taste.md preferences actually save (Windows + macOS)",
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    "created_at": "Thu Jun 11 00:14:20 +0000 2026",
    "text": "now i get why they called it fable. \njust makes up stuff as it goes.",
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    "text": "RT @naumowf: 100% worth. @CommandCodeAI @MrAhmadAwais. I think i can get easy 800m-900m. https://t.co/XpTYHWk2JA",
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    "text": "Using Claude Fable for two days now over 20hrs of engineering work. It has not impressed me a single time. What the heck is good on? \n\nSo much noise in the market atm. \n\nOpen models are phenomenal. The most you should do is plan from a better model and build with an open model.",
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    "text": "RT @CommandCodeAI: The next Command Code deal drops. Worth the wait.\n\n- Monday June 15, 2026\n- 10 AM PT\n\nYou'll want to be online for this.…",
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    "text": "@ScrawlGirl 👋 thanks for the BI feature on oai party, just saw lol funny post.",
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    "text": "My Latent Space Podcast with Swyx is now live. 🎙️\n\nHow Command Code made DeepSeek outperform Opus 4.7 with Taste\n\nThanks for having me, swyx! https://t.co/PPWPzAzLMf",
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    "text": "Got interviewed by Business Insider on how enterprise are switching to open models.\n\nWith Command Code gaining over 10K paying customers in 30 days. Demand for cheaper yet intelligent open models is growing fast, we have figured out how to make open models outperform closed, most of my research on this is public.\n\nExcited to see where this goes as we're compounding and growing 30% week over week!\n\nAll organic inbound, no PR here.",
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    "author_name": "Ahmad Awais",
    "created_at": "Fri Jun 12 15:58:05 +0000 2026",
    "text": "Here's the full piece @BusinessInsider\n\nhttps://t.co/dGi32CEZkM",
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    "text": "ok kimi k2.7 code seems like a real deal.\n\nit's already dethroned k2.6 in every test i've thrown at it. \n\nstill benchmarking, but my early money is on this being the new top open model.",
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    "text": "Here's a direct link who wants to watch on YouTube.  \n\nhttps://t.co/KXhAssejq9\n\nThanks for having me y'all @swyx @latentspacepod",
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    "text": "slack is flickering too … lmao https://t.co/0AUbys6Rn4",
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    "text": "from my upcoming video on getting open models (DeepSeek) to outperform closed (Opus)! https://t.co/JsJujmtVX3",
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    "text": "the amount of bullying &amp; abuse i'm getting is deafening. people are f*kng crazy. don't understand models can hallucinate. when did this become a norm. fake claims, random shitposts, white lies. hard to ignore sometimes.\n\nfk'em! back to building the best coding agent!!",
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    "text": "GLM 5.2 is already available in Command Code!! \n\n• 1M context window\n• same pricing as GLM-5.1\n• improvements in coding and agentic tasks\n• most importantly, strong long-horizon capabilities \n\n• Two levels of reasoning effort: \n1. GLM-5.2 (max) max token and perf usage here\n2. GLM-5.2 (high) strikes a strong balance between performance and token efficiency",
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    "text": "tool repairs: this is why you're not using open models?! https://t.co/GjJl0hBI7V",
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    "text": "RT @Velcrafting: @MrAhmadAwais Great seeing the breakdown of this, taste-1 is a really strong value add as a user..  evidently it also lead…",
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    "text": "if you prefer watching directly on YouTube here you go\n\nhttps://t.co/9F1oBkwpVE\n\nlet's go! 👊",
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    "text": "HIRING: anyone on my timeline with experience on self hosting models, gpus, auto scaling up/down? instant hire into a future unicorn!!\n\nwe're hosting massive amount of model load and need all the help we can get, Command Code has become the 2nd most used coding agent. scaling past 3 trillion tokens. \n\nreply below with your experience and proof. this is an instant hire on my team as i mentioned!!\n\nlet's go!",
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    "text": "so many developers asking what we did at Command Code, how is caching so good!! median is like 97-98% now across models. \n\nwe're purposefully optimizing Command Code to give y'all  the best dev experience on open models. \n\nthis is it, and it's constantly self improving.\n\n↓",
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    "text": "HIRING: strong typescript full stack developer, who's knee deep into things like claw/hermes, and wants work directly on my team as we build the next unicorn (coming for the space Cursor left behind we've 10K paying customers in first 30 days).\n\nCommand Code is growing super fast, on our roadmap is productivity agents that work anywhere, telegram/whatsapp etc as `cmd` is super capable. \n\ntens of thousands of developers already using Command Code cli as their default coding agent when chatting with hermes/claw, and we want to give them a full e2e solution. You'll own this piece.\n\ni get thousands of applications, so trying to hire in public now, respond with something interesting about your experience in regards to this, what would make you a great candidate for this. \n\nif that goes well, we'll talk and i'll get you through - skip our recruitment pipeline. \n\nso what's your experience with typescript/fullstack dev, and claw/hermes, what do you miss?",
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    "text": "If GLM 5.2 and Kimi K2.7 haven’t convinced you to go all in on open models nothing will. You’re simply missing out great phenomenal ai models with 1/10 to 1/100th the cost.",
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    "text": "Which harness to use for GLM 5.2\n\n👇👇 https://t.co/pNJNRDDtp9",
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    "text": "What was your GLM 5.2 aha moment over Opus/GPT 5.5?",
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    "text": "Fugu in Command Code.\n\nA model that claims to match Fable/Mythos level capabilities by using combination of different models.\n\nIt's a multi-agent orchestration system accessible via a single model API.",
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    "text": "RT @CommandCodeAI: ＿＿＿＿＿＿\n| We’re hiring  |\n|＿＿＿＿＿＿|\n\\ [• v •] /\n\\      /\n——\n|     |\n|_   |_\n\nOpen roles in the bio.",
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    "text": "i'm rebuilding the plan mode in Command Code.\n\nas i rewrite and build v1, i'm writing a lot of code manually, and getting models too generate the same, the biggest issues of hallucination i find is in the plan mode, and this is across different coding agents, claude/codex/command all have the same issues. \n\ni'm super excited to share what the new plan mode will look like, as i'm able to get models to be more aligned, and follow the plan. \n\nthis is an exciting side product of rewriting the entire core of Command Code. \n\nget ready for a superb quality SDK, GUI, ACP, and command going open source as we finish all this.",
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    "text": "＿＿＿＿＿＿\n| We’re hiring  |\n|＿＿＿＿＿＿|\n\\ [•  •] /\n——\n|     |\n|_   |_\n\nOpen roles in my bio, check my profile.",
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    "text": "closed models === open wallet",
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    "text": "RT @MrAhmadAwais: ＿＿＿＿＿＿\n| We’re hiring  |\n|＿＿＿＿＿＿|\n\\ [•  •] /\n——\n|     |\n|_   |_\n\nOpen roles in my bio, check my profile.",
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    "text": "Developers are leaving Claude for ⌘ Command Code.\n\nCommand is a coding agent built for open models. We optimize the harness to work best for top open models. Often outperforming closed (fast. cheap. good. pick all).\n\nWhen we started prioritizing open models, people made fun of us. Now most our competitors are shipping open models while charging 400% more at times. \n\nCrossing 2T tokens already, over 100K users, tens of thousands of paying users, and it's not even been two months. \n\nOur roadmap is massive, we're actively hiring, building our own infra, SDK, GUI, ACP, sandboxes, productivity agents, and a secret project along side Command Code going open source. \n\n⌘ Just getting started.",
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    "text": "for those who still haven't read this eng deep dive do yourself a favor and read it https://t.co/XLxdNWep7P",
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    "text": "Doubled the rate limits for everyone!!",
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    "text": "Command Code with open models and /design skill. 🔥 https://t.co/WJUy3vugm4",
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    "text": "RT @MrAhmadAwais: Command Code with open models and /design skill. 🔥 https://t.co/WJUy3vugm4",
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    "text": "Waking up to an incident is the worst! Glad all good now.",
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    "text": "GLM 5.2 is not a better model than any for frontend. \n\nCombine it with /design in Command Code - and you get the best design workflow.\n\n&gt; GLM-5.2 (Max) ranks higher than Claude Opus 4.8 (Thinking) on Code Arena, where Frontend coding tasks are being voted on by the community.",
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    "text": "RT @ak14053: @soham_nayak04 Command Code ☠️",
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    "text": "RT @CommandCodeAI: which open model you like the most?",
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    "text": "If you want this at your company, it’s exactly why we built @CommandCodeAI while everyone was only focused on top closed models we figured out how to improve open models and outperform closed by repairing tool calls, reducing design slop, and building your coding taste.",
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    "text": "I invite y’all to check the highlights tabs on my profile, why 15K paying customers in 55 days and 100K devs picked Command Code. \n\nOr start here, eng deep dive on fixing open models",
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    "text": "RT @lordtechytro: I cherished and appreciate how the CEO takes users first opinion and issues faster.\n\nIf you truly want a working product…",
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    "text": "DeepSeek V4 is coming mid july (what we had so far was preview of v4), boy it's gonna be fun!!",
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    "text": "RT @CommandCodeAI: Claude Sonnet 5 is now available in Command Code.\n\nNear-Opus performance at Sonnet pricing.\nAgentic tool use, browser, a…",
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    "text": "Why pay more for almost the same level model?\n\nGLM 5.2 is 9x cheaper than Sonnet 5 now. \nGLM 5.2 will be 14x cheaper than Sonnet 5 in Sep.\n\nFor 1K requests, I did the math with Command Code. \nIt's $15 vs $138 now vs $208 later.\n\nOpen models are going to win!",
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    "text": "Fable is back!! Get fabling. \n\nfr I hope it works for code part and they’re not swapping Opus for that.",
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    "text": "RT @MrAhmadAwais: Why pay more for almost the same level model?\n\nGLM 5.2 is 9x cheaper than Sonnet 5 now. \nGLM 5.2 will be 14x cheaper than…",
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    "text": "RT @0xSero: I love Zai.",
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    "text": "RT @MrAhmadAwais: @CommandCodeAI A lot of people prefer watching a video on this, I post a week or so ago, already 30K views. \n\nHere you go…",
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    "text": "Command Code is growing super fast, met the top five cloud teams in one day, all interested in getting us to use them for all the inference. 🔥\n\nWe have major capacity increment coming soon, along with a phenomenal optimization on tool calls, caching, and long thinking sessions.",
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    "text": "wow what a match that was!! \nback to work now…",
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    "text": "RT @CommandCodeAI: Windows DX improvements shipped:\n\n⋅ Agent stops mis-invoking cmd.\n⋅ MCP servers no longer hang on /exit.\n⋅ Fixed WSL and…",
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    "text": "Command Code just crossed 15K paying customers! 🥳\n\nIt took us 60 days to get here. 3T tokens. We added yet another $1M a month, and now doing $2M run rate!!\n\nJuly will be crazy, GUI, SDK, ACP, v1 GA, BYOK, major new plan, and two new products launching. \n\nCommand Code is quickly become the best most used coding agent harness for top open and closed models. \n\nWe took an early bet on open models when all other agents were only focused on closed frontier models. \n\nOur research has led to the discoveries and meaningful inference engine improvements like:\n\n1. tool call repairs (make open models faster and outperform closed by improving their tool calling ability, now doing 1M repairs per 1T tokens on most open models)\n\n2. /design skill (a super well researched bundled skill built by real designers which is an easiest way to deslop AI's design \"design repair\" and improve just about any design surface)\n\n3. cache thrashing repairs (saving tens of thousands of dollars in costs to our customers with 97-98% median cache across the top 5 models, gateway fallbacks are a bad idea, most gateways are costing you money, strong prefix building and cache management can lead to massive infra/cost improvments)\n\n… and a couple of amazing new things we're cooking, about to launch this month!\n\nWe're also hoping that alongside v1 launch we'll be able to open source Command Code, and make it fully hackable, extendable, and support BYOK, with Codex, Claude, Grok, and more subscriptions working natively. \n\nSuper easy to get started with $1 Go plan with 10x credits, literally $10, extends to $40 on DeepSeek and other deals as we're not overcharging like all our competitors. \n\nMassive roadmap ahead, thank you for all y'all's support. Let's go! 👊",
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    "text": "Looking for 4xB300 anyone? 🙈",
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    "text": "RT @CommandCodeAI: We tested 3 models on a game build with /design. DeepSeek V4 Pro, GLM 5.2, and Fable 5.\n\nSame prompt. Open models shippe…",
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    "text": "Massive v1 rewrite of Command Code is underway. We’ve taken all the feedback from months, a couple of strong novel ideas, and built a strong harness core that is runtime and transport agnostic. \n\nThis new harness will be an amazing kernel core for our existing CLI TUI as well as our upcoming GUI, Web UI, and more. \n\nThis new direction is incredibly exciting and will help us go GA with V1 pretty soon. \n\nAlongside this major rewrite is the goal we have to open source this six years old codebase that I started in 2020 as “clai” a cli with ai to write code when Greg Brokman gave me super early gpt3 access. \n\nAs a commercial coding agent which is 66 days old (in public beta) with over $2 MM run rate, 15K paying customers, 3T tokens (2nd/3rd most used by metrics of different leaderboards), and a small high agency team — this is a HUGE undertaking. \n\nWe’re already head on competing with teams 10-100x bigger in size that have raised hundreds of millions to billions in funding. Yet we are taking a mighty share of this market already. Historically good enough yet novel ideas have a way of surviving against all odds. \n\nOur research into tool calls and cache inference engine is starting to ramp up really well. Two new hires already. We have novel ideas of improvements already running at trillion token scale far beyond just a harness and an SDK. Feels like a start of something big. \n\nWe’re also hiring across the team check my bio for roles. Share how you can help and reach out. \n\nI’m both thankful to my team and the awesome community of developers who continues to give back and support us. \n\nSDK, ACP, GUI, and more to come with v1 GA new harness core. \n\nLet’s go!!",
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    "text": "RT @MrAhmadAwais: Massive v1 rewrite of Command Code is underway. We’ve taken all the feedback from months, a couple of strong novel ideas,…",
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    "text": "Command Code v1 is sooo good. Can’t wait to share it with y’all. Merged yet another 105 PRs in the last 1.5 days. 🔥",
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    "text": "RT @CommandCodeAI: Refactoring with Command Code hits different.\n\nSee the exact diff in the TUI, review it, then apply with one “yes.”\n\nTak…",
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    "text": "RT @CommandCodeAI: Big news!!\n\nMiniMax M3 is now 62.5% off in Command Code.\nPermanent price drop on one of the best open models.\n\nLIVE NOW…",
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    "text": "MiniMax M3 has the best price in Command Code!!",
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    "text": "Developers switching from Claude to Command Code!! 💜 https://t.co/cL2jq1UGhf",
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    "text": "Flappy Bird w/ DeepSeek V4 Pro vs GLM 5.2 vs Fable 5\n\nI ran a small experiment: same game, same prompt, three different models.\n\nTest setup was simple: /𝚍𝚎𝚜𝚒𝚐𝚗 in Command Code.\n\nThe thing I cared about was not UI. UI is now relatively easy for models to imitate. I cared more about UX: whether the model understands the interaction, the flow, the hierarchy, the little product decisions that make something feel usable.\n\n𝙲𝚘𝚜𝚝𝚜:\n𝙳𝚎𝚎𝚙𝚂𝚎𝚎𝚔 𝚟𝟺 𝙿𝚛𝚘: $𝟶.𝟶𝟶𝟶𝟾\n𝙶𝙻𝙼 𝟻.𝟸: $𝟶.𝟶𝟺𝟾\n𝙵𝚊𝚋𝚕𝚎 𝟻: $𝟶.𝟺𝟸\n\nThe surprising result was that Fable 5 did not produce a meaningfully better UX. It was good, but not good enough to justify the pricing delta for this kind of design task.\n\nOpen-source models are getting very interesting here. They are much cheaper, competitive on UI, and increasingly good enough on UX.\n\nThe gap is closing fast.",
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    "text": "RT @MrAhmadAwais: Flappy Bird w/ DeepSeek V4 Pro vs GLM 5.2 vs Fable 5\n\nI ran a small experiment: same game, same prompt, three different m…",
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    "text": "GPT 5.6 is launching with global access this Thursday!!",
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    "text": "RT @CommandCodeAI: yet another deal drop tomorrow :) https://t.co/e4Xm8RzWtX",
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    "text": "TypeScript 7 is here.",
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    "text": "Hy3 model is now available for free in Command Code. \n\nSuper nice open model, Apache 2.0 licensed, hosted in the US. \n\nAvailable on plans. We just 4x'd the capacity. 💙\n\nLIVE NOW\n🔹cmd update or npm i -g command-code@latest\n🔹Run `cmd` and `/model` select Tencent Hy3 (FREE)",
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    "text": "@Setapp lately all apps i see are \"This is a standalone app. It's not included in the Setapp Membership.\" which makes the entire point of Setapp membership invalid. Seems to me like a bad decision.",
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    "text": "RT @CommandCodeAI: Muse Spark 1.1 by Meta is now available in Command Code.\n\nBuilt for coding, agentic tasks, and knowledge work.\n\n- Availa…",
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    "text": "GPT 5.6, Muse Spark, Grok 4.5, Hy3 all live in Command Code. This is just in two days. \n\nGPT 5.6 Sol is impressive. We made it a bit more confident in Command Code. Give it a go, you'll notice that.",
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    "created_at": "Fri Jul 10 03:35:08 +0000 2026",
    "text": "Grok 4.5 is beating Fable 5 and GPT-5.5 it seems!\n\n@elonmusk this is a good model by @spacexai, and first one we shipped in our coding agent.",
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    "created_at": "Fri Jul 10 07:06:15 +0000 2026",
    "text": "was heading to bed. then @ElonMusk reposted Command Code. sleep cancelled! 🥳 https://t.co/O6WLHuvyYK",
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    "text": "RT @MrAhmadAwais: was heading to bed. then @ElonMusk reposted Command Code. sleep cancelled! 🥳 https://t.co/O6WLHuvyYK",
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    "text": "gork 4.5 beating gable &amp; gpt on game build/play was not in my schedule for this week. \n\nalso how come grok 4.5 so good at gaming? does that have to something with elon musk? [⌐■-■] https://t.co/d7NXSKUxpF",
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    "url": "https://x.com/MrAhmadAwais/status/2075670528493539718",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Fri Jul 10 19:56:32 +0000 2026",
    "text": "RT @MrAhmadAwais: gork 4.5 beating gable &amp; gpt on game build/play was not in my schedule for this week. \n\nalso how come grok 4.5 so good at…",
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    "url": "https://x.com/MrAhmadAwais/status/2075791295231205379",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sat Jul 11 03:56:25 +0000 2026",
    "text": "RT @CommandCodeAI: Command Code is the first &amp; atm only coding agent that supports Muse Spark 1.1 by Meta. \n\nShipped on the launch day. Exc…",
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    "url": "https://x.com/MrAhmadAwais/status/2075805951651942612",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sat Jul 11 04:54:40 +0000 2026",
    "text": "Why is everyone ignoring Meta's new coding model?\n\nBetter than GLM 5.2 yet cheaper & it has vision. Meta's new Muse Spark 1.1 model is the new underdog, being ignored by everyone.\n\nCommand Code is the only coding agent where you can actually run Muse Spark 1.1 right now. We shipped it right after the launch.\n\nMeta has entered the extremely crowded AI coding market with this model, and it's pretty cheap. \n\nIn the last 24hrs, there were ZERO errors on this model. I know the usage was on the lower end for us, but not that low to have no errors at all.\n\nThis means, it's probably going to be a pretty nice coding model. I've been running it for a couple hours. It's legit. I actually want them to open source it.\n\nI believe Mark Zuckerberg needs a lot more push in the developer space to make this work.\n\nIt's sad to see that every single partner listed on Meta's own announcement chose to ignore this launch. Cursory search, I couldn't find any. Did I miss something? None of them offer Muse Spark 1.1 integration. So what exactly are those testimonials worth? If you're going to put your name on the announcement and then ship nothing, your quote means nothing tbf.\n\nDevelopers in our discord community already wondering why no one else cares. We care. We've shipped it live on day one. Go use it.\n\nIf Meta's leadership is reading this, partner with people who \"give a shit\". Zuck needs way more real push in the developer space to make this land. It's that simple. DM's open.",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sat Jul 11 19:51:24 +0000 2026",
    "text": "RT @CommandCodeAI: Command Code has permission modes for your coding workflows.\n\nThree modes:\nDefault: Approve each action as you go (diff…",
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    "url": "https://x.com/MrAhmadAwais/status/2076042428398948697",
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    "author_name": "Ahmad Awais",
    "created_at": "Sat Jul 11 20:34:20 +0000 2026",
    "text": "most developers are not even smoke testing PRs now. \n\nthink we should start calling it a “peek test” when a human sneaks a peek at what their ai agent did, gets the agent to do all the testing while sneaking peeking 5-10 different agents work. \n\ny’all doing that too, i know.",
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    "author_name": "Ahmad Awais",
    "created_at": "Sun Jul 12 19:01:45 +0000 2026",
    "text": "@ashis_dahal 👋👋 send me a dm? Talk about the vllm patch.",
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    "created_at": "Sun Jul 12 19:32:19 +0000 2026",
    "text": "Grok 4.5 is a gammer model fr!! \n\nGPT 5.6 Sol is extremely good at design. It simply has the best character design, and it even includes the rail track that the other two models just ignore. https://t.co/901XP98JOF",
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    "created_at": "Sun Jul 12 23:05:18 +0000 2026",
    "text": "RT @MrAhmadAwais: Grok 4.5 is a gammer model fr!! \n\nGPT 5.6 Sol is extremely good at design. It simply has the best character design, and i…",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Mon Jul 13 05:26:20 +0000 2026",
    "text": "GPT 5.6 Sol or Fable 5?",
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    "author_name": "Ahmad Awais",
    "created_at": "Mon Jul 13 06:51:52 +0000 2026",
    "text": "v1 of command code is going to be the final boss. soooo good.",
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    "author": "MrAhmadAwais",
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    "created_at": "Mon Jul 13 20:39:44 +0000 2026",
    "text": "how many prs did you peek tested today?",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Mon Jul 13 21:26:31 +0000 2026",
    "text": "Claude Code full screen scroll hijack mode is such a mess, i can't believe people like this hijacked scroll TUI in agents. You're missing out on the main scroll buffer that your OS provides you with 50+ years of optimizations.",
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    "text": "Command Code is #3 on OpenRouter.\n\nWe just put the load of a single model there. With our full load we'd be doing a lot better.\n\n#3 in Productivity and Personal Agents\n#2 in Programming App &amp; #1 in Native App Builders https://t.co/jGC9dY4jqG",
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    "text": "RT @MrAhmadAwais: Command Code is #3 on OpenRouter.\n\nWe just put the load of a single model there. With our full load we'd be doing a lot b…",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Tue Jul 14 22:36:58 +0000 2026",
    "text": "My X feed is back!! Yay!!",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Wed Jul 15 18:13:59 +0000 2026",
    "text": "Command Code is now #1 trending on OpenRouter!!\n\n#4 top coding agents global ranking\n#2 top productivity agent\n\nBeating OpenClaw, Pi, other prominent agents on their OpenRouter usage with load of a single model there. \n\nCommand Code becoming the best way to use open models! https://t.co/e1dp0BjF7g",
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    "author_name": "Ahmad Awais",
    "created_at": "Wed Jul 15 22:27:30 +0000 2026",
    "text": "Inkling open model is now live in Command Code.\n\nNew 1T open model by Thinking Machines Labs (Mira Murati's new company, ex CTO of OpenAI).\n\n🔹 True multimodal: text, image, audio\n🔸Parameters: 975B total, 41B active\n🍀 Native weights: BF16, MXFP8 and NVFP4",
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    "author_name": "Ahmad Awais",
    "created_at": "Thu Jul 16 01:22:23 +0000 2026",
    "text": "@Kimi_Moonshot 👋👋 can you pl send me a DM. API issue.",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Thu Jul 16 01:27:18 +0000 2026",
    "text": "I miss developers discussing real engineering over tokenmaxxking stats.",
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    "text": "RT @MrAhmadAwais: Command Code is now #1 trending on OpenRouter!!\n\n#4 top coding agents global ranking\n#2 top productivity agent\n\nBeating O…",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
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    "text": "UPDATE! Command Code is #3 \"Top Coding Agent\" on OpenRouter now. \n\n~300Bln tokens on Command Code today. Already beaten Kilo Code. Now #3 global rank, with just two models. \n\n#1 in Programming App\n#1 in IDE Extensions\n#1 in Native App Builders\n#2 in Productivity\n#2 in Personal Agents\n#3 in Coding Agents\n#3 in CLI Agents",
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    "text": "RT @CommandCodeAI: Command Code is #1 top trending agent on openrouter!\n\n#1 in Programming App\n#1 in IDE Extensions\n#1 in Native App Builde…",
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    "text": "i work 20hrs a day on avg now. weekends too.\ncommand code: 320 releases shipped!\nv1 is gonna be f*kn amazing!! https://t.co/XK37o4E1yP",
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    "author_name": "Ahmad Awais",
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    "text": "Kimi K3 is now live in Command Code!!\n\n🔹Fable/Sol class model, beating Opus 4.8\n🔹 First ~3T scale open model (2.8T Params)\n🔹 1M Context · In $3/M Out $15/M Cache read $0.3/M\n\nYou're getting better than Opus model in price cheaper than Sonnet. \n\nOpen models have caught up!! https://t.co/UNNTcVAZCm",
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    "url": "https://x.com/MrAhmadAwais/status/2077905439220760951",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Thu Jul 16 23:57:16 +0000 2026",
    "text": "RT @CommandCodeAI: Kimi K3 is live in Command Code! \n\n🔹 First ~3T scale open model\n🔹 Most capable open model ever\n🔹 It's Fable/Sol class op…",
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    "url": "https://x.com/MrAhmadAwais/status/2077906333597372587",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Fri Jul 17 00:00:50 +0000 2026",
    "text": "guess what model is cheaper than sonnet, yet better than opus?",
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    "url": "https://x.com/MrAhmadAwais/status/2077915347974557862",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Fri Jul 17 00:36:39 +0000 2026",
    "text": "Kimi K3 beating Fable and Sol on price and quality.\n\nCommand Code's internal flappy bench results are in.\n\nReally impressed with the results. For Kimi K3 we set the gameplay to hard while Fable 5 and GPT-5.6 Sol were set to easier.\n\nCost breakdown:\n• Kimi K3: $0.024\n•Fable 5: $0.42\n•GPT-5.6 Sol: $0.15\n\nRanking based on DX & features:\n•Kimi K3: 8/10\n•Fable 5: 7.5/10\n• GPT-5.6 Sol: 7/10\n\nGPT 5.6 Sol max can definitely go on longer and wins the game overall, but that's something different. Grok 4.5 beats GPT 5.6 Sol on that, lol.Mm-hmm.",
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    "url": "https://x.com/MrAhmadAwais/status/2077939331889774869",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Fri Jul 17 02:11:57 +0000 2026",
    "text": "if y'all are interested in reading more on this. we're making a bunch of our benchmarking open source. https://t.co/m6amYZVMIv",
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    "url": "https://x.com/MrAhmadAwais/status/2077982880316502205",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Fri Jul 17 05:05:00 +0000 2026",
    "text": "RT @CommandCodeAI: Kimi K3 vs GPT-5.6 Sol vs Fable 5\n\nThree top-tier models. Same /design prompt across all.\n\nParameters reviewed:\nPace, de…",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Fri Jul 17 07:19:58 +0000 2026",
    "text": "RT @MrAhmadAwais: Kimi K3 beating Fable and Sol on price and quality.\n\nCommand Code's internal flappy bench results are in.\n\nReally impress…",
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    "url": "https://x.com/MrAhmadAwais/status/2078213408814694582",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Fri Jul 17 20:21:02 +0000 2026",
    "text": "Kimi K3 in Command Code has 2x capacity now. Try!",
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    "url": "https://x.com/MrAhmadAwais/status/2078220463864779186",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Fri Jul 17 20:49:04 +0000 2026",
    "text": "people are making fake claims when it comes open models.  ¯\\_(ツ)_/¯ \n\nopen models PSA, because I keep seeing the same few claims recycled and imo most of them don't hold up.\n\nthe most common one: \"open models can cost more, not less, because they take more turns to do the same work\". mostly false. \n\nwhat's actually happening is that people are converting harness problems into model problems. \n\nif your coding agent harness was built and tuned around closed models (prompt formats, tool call conventions, retry loops, stop heuristics, a hundred small implicit assumptions), then an open model dropped into it will flail, take extra turns, and burn tokens. that's not the model being expensive, that's the scaffolding fighting the model.\n\nthe gap between open and closed models today is smaller than the gap between a good and a bad coding agent harness. \n\nso if you want a fair read on an open model, run it in a harness that was built to optimize and serve open models well. \n\nthe trial-and-error proxy hacks in Claude Code / Codex and friends (harnesses that never cared about open models and are only now catching up) are a very reliable way to waste both money and time. \n\nuse a better harness. \n\nas someone who's spent huge amount of time building tool call repairs, design slop repairs, and dozen more things that open models do differently, while building Command Code, I don't say this lightly. you don't have to believe me. you can check for yourself.\n\nseparately: Kimi K3 is capacity constrained ~everywhere right now, afaict. \n\ndemand >> supply, so a lot of endpoints are serving it in overcapacity mode, and you are simply not getting the full performance of the model. every model looks bad this way. delay judgement for a few days until serving stabilizes.\n\nlaunch week signal to noise is terrible. be suspicious of viral demos that ship with no prompts, no benchmarks, no data, and pay attention to who is posting. \n\ngood takes and bad takes go equally viral. one person with real early access is worth 100 content farm posts. real deal is worth its weight in gold.\n\nK3 is roughly fable/sol class, ~3T params at the largest, and imo the best open model in the world atm. it's no joke. expensive next to K2.7, but cheaper than Sonnet 5, and it's a genuinely different class of model.\n\nanyhoo — good harness, a little patience on capacity, and have fun building things with it",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sat Jul 18 05:02:40 +0000 2026",
    "text": "Thank you GPT 5.6 Sol and Kimi K3 for this. ;)",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sat Jul 18 13:01:03 +0000 2026",
    "text": "update: today Command Code overtook Claude Code on OpenRouter.\n\ndevs are picking the harness built for open models over monkey-patching proxy hacks into claude code. it has sub par perf &amp; wastes your time/money with open models as it's only meant for claude models. https://t.co/t3lpvBHkkz",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sat Jul 18 13:01:07 +0000 2026",
    "text": "use a better harness to get the best open models performance, and to save time and money. read this why ↓",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sun Jul 19 02:05:36 +0000 2026",
    "text": "guys something odd is going on in my head.\n\nthe fable announcement, gpt 5.6 sol being good, and finally kimi k3 launch, have collectively killed my motivation to work this weekend. \n\nthe abundance of intelligence i can access anytime is making me lazy.\n\noh also the world cup!!",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sun Jul 19 05:06:28 +0000 2026",
    "text": "@discord please add keyboard shortcuts.\n\n`t` to make a thread\n\nand more for\n- close thread \n- lock thread\n- edit thread (title etc)\n\nthis will have a major impact on my day to day exp.",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sun Jul 19 13:58:00 +0000 2026",
    "text": "kimi k3 + /design skill in command code is quite good. \n\nk3 builds and designs super well without wasting tokens when used with the right coding agent.\n\nsession cost $0.97 total.\n\nasked for a forza-style chase cam game, fixed the road/car scale, fixed cars clipping off the track on curves, and it quietly turned into a full pseudo-3D racer with drifting, nitro and a live speedometer. vanilla canvas, no frameworks.",
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    "author_name": "Ahmad Awais",
    "created_at": "Sun Jul 19 16:12:00 +0000 2026",
    "text": "Who wants to try Qwen 3.8 model? (2.4T params)",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sun Jul 19 17:24:19 +0000 2026",
    "text": "Argentina wins or Spain wins, we’ll give you Hy3 for free in Command Code. 😎\n\nWho are you supporting?",
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    "author_name": "Ahmad Awais",
    "created_at": "Sun Jul 19 18:20:47 +0000 2026",
    "text": "RT @AnandChowdhary: @CommandCodeAI went from not existing to the #1 coding agent on OpenRouter so quickly because it learns from your taste…",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sun Jul 19 18:47:46 +0000 2026",
    "text": "man this is amazing, i’ve shipped 18 PRs for Command Code v1 while waiting for the match to begin in the stadium. 🏟️ \n\nv1 is gonna make you so much more productive!!",
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    "author_name": "Ahmad Awais",
    "created_at": "Sun Jul 19 21:21:45 +0000 2026",
    "text": "Spanish possession is like my claude usage limits. https://t.co/nLAJyiLhxW",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sun Jul 19 22:08:53 +0000 2026",
    "text": "Congrats, Spain!! 🇪🇸",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sun Jul 19 22:22:54 +0000 2026",
    "text": "y’all @CommandCodeAI has massive capacity for Kimi K3. And sub starts at just $1 Go with 10x free credits. \n\nNew? Command Code is purpose built for open models. Tool repairs, cache repairs, and phenomenal harness engineering. \n\nCurrently #1 coding agent harness on OpenRouter.",
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    "text": "Command Code is now the top coding agent by usage on openrouter.\n\nCommand Code is purpose built for open models. Devs using it to get the most out of open models, save the most money, get the best caching and tool calling (we repair 1M tool calls for free per 1T tokens) https://t.co/U01IdJZJEV",
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    "text": "just checked, Command Code doing 97% industry leading cache hit rates, last 7 days.  \n\nour cache thrashing repairs continue to work great.   \n\nevery coding agent harness does a lot work to make sure, your sessions are cached well. \n\nimpossible for coding agents to not have great caching. you're essentially mostly paying for cache, not for the input/output costs.\n\nmore prominently on open models, since you rely on harnesses to fix this across a dozen different providers.",
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    "text": "there’s a new major feature we have quietly launched with v1 of Command Code and it’s several devs have discovered it organically with bunch of aha moments. So excited to share more unless you discover yourself.",
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    "text": "@SlackHQ can you please show the preview of uploaded HTML files instead of showing their code?",
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    "text": "Ling-3.0-flash is free in @CommandCodeAI Code. \n\nI’m genuinely impressed by this model. It’s really good at following instructions. Found bugs in our smoke test. \n\nObviously helps that cmd v1 is a beast. Superb tool calling interface for open models, that auto repairs. https://t.co/ypsK8gaoe0",
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    "text": "WTF. Kimi K3 with /design in Command Code just made me a full fledge game for just $2.10. \n\nTHIS IS INSANE!!! \n\nk3 x cmd x /design https://t.co/aXKin2VoTD",
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    "text": "Command Code is the coding agent harness you should be using for open models:\n\nListen to Claudio Junior:\n\n> Also worth saying: a big chunk of this was built with @CommandCodeAI @MrAhmadAwais on the $15 plan.  \n\n> Mostly DeepSeek V4 Pro + MiMo V2.5 Pro.  For that price, the usage you get is honestly wild. It goes a long way — I burned through real coding sessions, refactors, and long agent runs without feeling like the meter was eating me alive.\n\n> Best $/output I’ve found for actually shipping.",
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    "text": "now that Command Code v1 is out, i’m gonna start sharing a lot of amazing harness engineering deep dives, on how we solved a bunch of problems generally better than the top five coding agents. \n\nwhat would y’all wanna know more about?",
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    "text": "My interview on Thought Behind Things (TBT) by Muzamil, arguably Pakistan's closest equivalent to Lex Fridman, is now live! 🎙️\n\nI sat down with Muzamil to share my journey so far in building Command Code, one of the top coding agents for open models. \n\nTBT is a podcast I deeply enjoy listening to myself, and Muzamil has hosted everyone from former Prime Minister Imran Khan to PakWheels Co-Founder Suneel Munj.\n\nWe covered everything from my background in tech, to open-source engineering, to now building Command Code into a top-tier coding agent for open-source AI models.",
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    "text": "Thank you for having me, @hoflolz! Great session.\nHope y'all enjoy it. FYI: The conversation is in Urdu.\n\n📺 Watch it on TBT's YouTube here. \nhttps://t.co/XcVbwKr1wf https://t.co/LAm3SaUKRt",
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    "text": "Kimi K3 is now open source!! \n\nwe were the first to ship Kimi K3, for weeks developers are using it on Command Code, K3's hosted in the US with ZDR &amp; no training, any plan. \n\nimo this is the best way to try out kimi k3.",
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    "text": "RT @MrAhmadAwais: Thank you for having me, @hoflolz! Great session.\nHope y'all enjoy it. FYI: The conversation is in Urdu.\n\n📺 Watch it on T…",
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    "created_at": "Tue Jul 28 19:48:14 +0000 2026",
    "text": "Who wants access to Qwen 3.8 Max?",
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    "author": "MrAhmadAwais",
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    "created_at": "Wed Jul 29 04:57:05 +0000 2026",
    "text": "Qwen 3.7 flash is already available in Command Code.\n\nCheap tiered pricing, super fast 150 TPS.\n\n// Capabilities include.\n💬 Text input ✓\n👁️ Vision ✓\n🧠 Reasoning ✓\n\nTesting it out. It's gonna be a fun competitor to DeepSeek V4 Flash.",
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    "text": "RT @MrAhmadAwais: My interview on Thought Behind Things (TBT) by Muzamil, arguably Pakistan's closest equivalent to Lex Fridman, is now liv…",
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    "text": "Getting ready to launch GUI app of Command Code.",
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    "text": "did we cause openai to reduce prices 😏",
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    "text": "RT @CommandCodeAI: DeepSeek V4 Flash 0731 now live in Command Code. \n\n🔹 DeepSeek V4 Flash now outperforms GLM 5.2  \n🔹Same model ID, Same mo…",
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    "text": "All new DeepSeek V4 Flash already live in Command Code. \n\nRunning the benchmarks, it's outperforming DeepSeek V4 Pro and GLM 5.2 already at unbelievably cheap price.  \n\nDeepSeek V4 Flash 0731 has significantly enhanced agent capabilities, with benchmark results far exceeding V4-Pro-Preview:\n\nTerminal Bench 2.1: 82.7\nNL2Repo: 54.2\nCybergym: 76.7\nDeepSWE: 54.4\nDSBench-Hard: 59.6\nAgent Last Exam: 25.2\nToolathlon verified: 70.3\nDSBench-FullStack: 68.7\nAutomation Bench (Public): 25.1",
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    "text": "new deepseek v4 flash outperforms deepseek v4 pro preview. \n\nthe world is not ready for how good open models are going to be. \n\nalready live in Command Code",
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    "text": "RT @MrAhmadAwais: @deepseek_ai New DeepSeek V4 Flash is already live in @CommandCodeAI 10x usage $1 Go plan $10 in free auto credits. \n\nRun…",
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    "text": "RT @CommandCodeAI: Command Code is proud to co-sign the Open Weights and American AI Leadership letter, alongside NVIDIA and 200+ other ind…",
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    "text": "Command Code is proud to co-sign the Open Weights and American AI Leadership letter, alongside NVIDIA and 200+ other industry leaders.\n\nSince day one, our mission has been to build the best coding agent harness for open models. \n\nCommand Code is also going open source. We've already open sourced key pieces of that work, including tool call repair, cache thrashing fixes, and /design, and we're working toward open sourcing Command Code itself in the coming weeks.\n\nOpen models mean real competition, data sovereignty, and privacy, and they give developers something to build on.\n\nhttps://t.co/KJQ06Ba31Q",
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    "text": "New DeepSeek V4 Flash is now the default model in Command Code. \n\nKimi K3 is our second most used coding model, beating GLM 5.2 usage wise. \n\nThings move quickly, we ship fast, and have already started optimizing tool call repairs for new models.",
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    "author_name": "Ahmad Awais",
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    "text": "Next week’s gonna be crazy for all we’ve planned to launch at Command Code.",
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    "text": "RT @CommandCodeAI: We ran a test between the new DeepSeek V4 Flash, Kimi K3 and GLM 5.2.\n\n3 open models. 1 prompt. /design command\n\nReviewe…",
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    "text": "DeepSeek V4 Flash grew 110% in usage, yesterday.\n\nCommand Code Go grew 63% in new subscriptions.",
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    "author_name": "Ahmad Awais",
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    "text": "New DeepSeek V4 Flash in Command Code is a beast.\n\n$0.0005 to build the Flappy bird game.\n\nYou're saving on cache 97.43% best on the market\nYou're getting free tool call repairs (40% down)\n$1 Go ($10 credits) & $15 Pro plans ($30 2x)\n\nreply to get the prompt or flappy benchmark?",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sun Aug 02 04:37:55 +0000 2026",
    "text": "GPT 5.6 is basically 99% off in Command Code.\n\nTHIS IS THE BEST DEAL IN MARKET!!\n\n99% off how? Let me explain. 🤔\n\nImagine you were gonna spend $100 on GPT 5.6 Luna.\n\nExpense — Why?\n$100 — Say you were gonna spend $100 on GPT Luna.\n$20 — OpenAI discounted it 80%, you get $100 value in $20\n$10 — Command Code discounted it 50% on top of that\n$1 — Command Code Go gives you $10 credits for $1 and now has GPT Luna\n\nResult\n$1 (you pay) = $100 (you get GPT 5.6 Luna value)\n\n ¯\\_(ツ)_/¯ \n\nI guess y'all can appreciate that these deals, discounts, and credits are becoming a bit hard to explain. Let me take another stab at it.\n\n1 Go Plan:\nPay 1 to get 10 credits, GPT 5.6 Luna with 50% discount (with credits it's 95% off)\n\nYes, Go plan now has GPT 5.6 Luna (no terra)\n\n15 Pro Plan:\nPay 15 to get 30 credits GPT  5.6 Terra/Luna 50% discount = total 75% off\n\n100 Max Plan:\nPay 100 to get 150 credits GPT  5.6 Terra/Luna 50% discount = total ~67% off\n\n200 Max Plan:\nPay 200 to get 300 credits GPT  5.6 Terra/Luna 50% discount = total ~67% off\n\nTeam Pro\n= has all models, GPT  5.6 Terra/Luna 50% discount\n\nProvider API\n= has all models, GPT  5.6 Terra/Luna 50% discount\n\nOpenAI reduced Luna prices by 80%, our discounts, and credits apply on top of that 80%. So effective discounts are huge.\n\nLet's fucking go!!",
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    "text": "RT @MrAhmadAwais: DeepSeek V4 Flash grew 110% in usage, yesterday.\n\nCommand Code Go grew 63% in new subscriptions.",
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    "text": "RT @MrAhmadAwais: New DeepSeek V4 Flash in Command Code is a beast.\n\n$0.0005 to build the Flappy bird game.\n\nYou're saving on cache 97.43%…",
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    "text": "RT @morganlinton: We are entering the era of $1/mo agentic coding plans.",
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    "text": "Beta testing the upcoming Qwen 3.8 Max.",
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    "text": "Command Code's gonna cross 10T tokens with DeepSeek. 🤘",
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    "text": "Qwen 3.8 Max is now available in Command Code. https://t.co/eJONqwYNUV",
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    "text": "@XiaomiMiMo check DM when you see this.",
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    "text": "biggest launch in the history of Command Code. 🐐\n\nthis Wednesday!! super excited!!",
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    "text": "RT @CommandCodeAI: biggest launch in the history of Command Code. 🐐\nthis wednesday, we can't wait to share!!",
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    "text": "Airtable acquired only for $1.28B by Bending Spoons. \n\n1) What.",
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    "text": "Days like these I could really use two of me 🐐",
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    "text": "RT @vivid0o0: That's some insane value.\n\n@CommandCodeAI 's \"GOAT\" is such a perfect secondary subscription to fallback on when your out of…",
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    "text": "time to switch to the GOAT plan y'all. https://t.co/OsIwVXUOF5",
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    "text": "10 Billion DeepSeek V4 Flash tokens in $10. \n\nCommand Code GOAT $10/mo with $70 is the best coding ai plan on the market. \n\nWe've optimized with DeepSeek tool call repairs, and offer ~98% cache hit rates. Arguably the best way to use open models. https://t.co/QGnkvLvH3D",
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    "text": "RT @MrAhmadAwais: 10 Billion DeepSeek V4 Flash tokens in $10. \n\nCommand Code GOAT $10/mo with $70 is the best coding ai plan on the market.…",
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    "text": "Introducing, the best open models plan: GOAT 🐐\n\nCommand Code GOAT plan is the best low-cost coding plan on the market today.\n\n- $10/mo to get $70 credits. 7x what you pay\n- 30+ open weight &amp; closed models\n\n$1 Go was a tease I know. GOAT lasts full month.\n\nSubscribe — be a GOAT.",
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    "text": "Get started → https://t.co/u0K5FbxQXv\n\nWhy create the GOAT plan?\n\nAt Command Code, we're incessantly curious about 1) open models, 2) how to get the best value out of them, and 3) how to make that value accessible to everyone. The GOAT plan is our answer to all three.\n\nWhile almost every other coding agent was built to serve closed models, we built Command Code to be the best coding agent harness for open models.\n\nWe started with the $1 Go plan. The sheer audacity of that plan was a hit, but it was also a bit of a tease: a great way to get started, not enough usage to last the month.\n\nThe GOAT plan fixes that - it's the best value in the coding market today, with enough credits to do something meaningful with open models.\n\nCoding with open models comes with hard problems - cost, reliability, safety, and the sheer complexity of running them well. We set out to solve all of it, so you can pick an open model and just code.\n\nFrom getting DeepSeek to beat Opus, to building infra with leading ~98% cache hit rates, to fixing AI slop with the built-in /design skill - Command Code has made its way to the top of the open model coding world, everywhere. The GOAT plan is the next step in that journey: open models, accessible to everyone.\n\nOpen models are already beating frontier closed models at coding. How rich is this moment if you think of it.\n\nWith the v1 release, which is a full rewrite of this 6-year-old codebase, it's now arguably one of the best, most mature coding agent harnesses. Check out the new Mods API - you can build anything you can imagine.\n\nWe can't wait to see what you build with Command Code.\n\nWe're also open sourcing Command Code later this month.\n\nIt's finally time. We are almost ready. 86% review done.\n\nDoes it have API access?\n\nYes, we're so confident in our v1 Command Code CLI that we now have no issue offering an API. We know you'll return for the best harness engineering, top notch harness tool, free tool repairs that save your sessions, and ~98.78% industry leading cache hit ratio.\n\nWe've crossed 30K paid customers, 100K+ developers, and 10 Trillion token scale. It's our 3rd month. Desktop app is in alpha, and two new products coming.",
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    "text": "@alexandr_wang @finkd @AIatMeta we were the first to ship Muse Spark 1.2 but it’s been incredibly difficult to ans over 300 support reqs from devs using @CommandCodeAI — for some reason Meta’s inference doesn’t work 8/10 times. Almost every request takes 7-9 retries. Cache is also sub 80% on this model (worse out of 50+ models). \n\nWe are now making a decision to rip out the model support which would leave over 100K devs without muse access. \n\nIs there anything yall can do to help us? Unsure how yall are out of capacity all the time or maybe it’s us being rate limited badly after just about a 100 billion tokens. \n\nCan y’all help at all?",
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    "text": "you're wasting money on DeepSeek.\n\ndevs keep asking how Command Code ships the cheapest low cost coding plan on the planet.\n\ni often tell them about harness engineering and cache, but the math isn't always obvious.\n\nbad harness costs you 2-5x more on the exact same model. https://t.co/8w4ojSrKiM",
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    "text": "&gt; “Command Code has been the best harness to use this model, they have done a ton of work for tool call repairs and tuning the models output to make sure there aren't many wasted runs!”",
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    "author_name": "Ahmad Awais",
    "created_at": "Sun Aug 09 00:01:17 +0000 2026",
    "text": "RT @MrAhmadAwais: you're wasting money on DeepSeek.\n\ndevs keep asking how Command Code ships the cheapest low cost coding plan on the plane…",
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    "author_name": "Ahmad Awais",
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    "text": "Currently writing yet another harness engineering post. \n\n“The harness engineering of a tool that runs 10 trillion times a day in Command Code”\n\nY’all be surprised how complicated yet well designed it is. Will be posting soon.",
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    "url": "https://x.com/MrAhmadAwais/status/2086521445694517404",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sun Aug 09 18:34:13 +0000 2026",
    "text": "how our read tool saves billions of tokens vs claude code \n\ncommand code is purpose-built for open models, so we optimize things other coding agents get to ignore. for the v1 release i rebuilt the read tool from scratch. it's now one of the most complicated, carefully engineered pieces of the system, and it saves billions of tokens a month. here's what we learned.\n\ncontext: we wanted the `read_file` in command code to be the best among coding agents, then benchmarked it capability-by-capability against the nine other common harnesses: claude code, opencode, cline, kilo, codex, grok, hermes, pi, openclaw. most were open-source; claude code ships none, so its column came from feeding the live tool crafted files and watching what came back.\n\ncount the reads in any agent session. every edit starts with a read. every grep hit becomes a read. a plan step opens 3 files. a few hundred reads per session, ~50 million a month across command code.\n\nyou've seen the failure modes. it reads a file, learns nothing, reads it again. it reads a 5MB lockfile straight into context. it reads a minified bundle once and that junk sits in the window for every turn after.\n\nnapkin math:\n\n```\n500 junk tokens\n× 50M reads/month\n─────────\n25B junk tokens\n× every turn they\nstay in context\n```\n\ni think the `read_file` tool is like a compiler that turns your filesystem into the model's context. every decision inside it is a token budget decision multiplied by fifty million times it's used every month.\n\nand that's why coding agents feel expensive: the bill is mostly reads building context.\n\nwhat \"saves billions of tokens\" means here: cost per successful read. claude code's read tool succeeds by spending more: more tokens per call, more turns per miss, and a model smart enough to fish the signal out of the noise. ours had to succeed by spending less, because our models can't peek over a sloppy read and our users care about the token bill.\n\nask claude code to read a 3,000-line file and it hands the model all 3,000 lines. ask it for a file with a 3,900-character minified line and it hands over the whole line. no window, no byte ceiling, no per-line clamp. i ran the probe twice because i didn't believe it the first time.\n\neverybody ships a read tool in week one. readFile, slice by offset, return the string. first tool you write, last one you think about. ours ended up as dozens of modules with 98 tests, and it was the highest-leverage thing in v1.\n\na naive read and a harness engineered read are both \"correct\". they both work. the difference is that one of them quietly spends a fifth of your context window on bytes the model never needed, and occasionally deadlocks against your own write tool.\n\na few things i learned worth sharing:\n\n1/ you need three ceilings, not one, and it's always the third one people skip.\n\nevery codebase keeps a small zoo of hostile files: the 80,000-line lockfile, the minified bundle that's technically one line, the log that never stops growing. each ceiling handles one animal file if you will.\n\n```\n2,000 lines    longfiles\n128 KB         logs\n2,000 ch/line  bundles\n```\n\nthe line window bounds an ordinary large file. the byte budget bounds a file whose lines are wide rather than many. the per-line clamp catches the case the other two miss: one minified line that sits comfortably inside the 2,000-line window and, on its own, eats the entire byte budget. you get back a single unusable mega-string that displaced everything the model actually needed to see.\n\ndrop any one ceiling and there's a shape of file that costs you the whole read. no log will ever show it, just a turn where the model got nothing and paid full price for it.\n\n2/ the most expensive thing a tool can return is silence.\n\nthe costliest failure is an ambiguous non-answer. an empty result string is indistinguishable, from inside the model, from a broken tool. so it re-reads. widens the window. tries a different path. burns three turns learning what one sentence notice could have told it.\n\nso every dead end names its own recovery:\n\n```\nempty    → \"is empty\"\npast EOF → \"retry smaller\"\nbyte cap → \"offset=1847\"\nline cap → \"offset=2001\"\npdf      → \"pdftotext\"\n```\n\ntwo details carry most of the value here. the resume offsets are precomputed, so the model never does pagination arithmetic (which it does in reasoning tokens you pay for, and gets wrong often enough to cost another round trip). and none of these carry an `Error:` prefix, so the tui doesn't paint them red and the model doesn't treat a fact about the world as a failure worth apologizing for.\n\n(the byte-truncated case deliberately resumes ON the last line shown rather than the line after it, because that line got cut mid-content. an off-by-one in a resume hint is a silently corrupted read, which is the one bug class here that's worse than a wasted turn.)\n\n3/ the bug that taught us the most was relational, and no input validation could ever have caught it.\n\n`read_file` records what the model has SEEN of each file into a ledger: the content, the mtime at read time, and a flag for whether the view was partial. `write_file` consults it and refuses to overwrite a file you've only partly seen, because you'd silently destroy the part it never saw.\n\nnow compose that with the per-line clamp:\n\n```\nread\n↓\none clamped line\n↓\nledger says partial\n↓\nwrite DENIED\n↓\nmodel re-reads\n↓\ndedup returns \"unchanged\"\n↺ forever\n```\n\nwe hit it in the wild, on plan files during plan reviews and refinement. every field in every call was valid. the invariant that broke lived in the relationship between three tools that never call each other.\n\nshape invariants are checkable per field, and every schema you write already checks them. relational invariants across stateful tools are where the real bugs live, and you only find them by watching production traffic.\n\n4/ a cache whose stale hit is catastrophic should expire itself on use.\n\nre-reading the same window of an unchanged file is pure waste: the content is already sitting in the conversation. so we return a short stub. fires only when mtime, size, and the exact (offset, limit) window all match.\n\nbut that stub points at an earlier tool result. what if compaction ate it? now the model has been told to refer to something it can no longer see. forever.\n\n```\nread → content\nread → stub (eaten)\nread → content again\n```\n\na dedup hit consumes its record. worst case is one wasted turn instead of an unbounded loop. cheap miss, catastrophic stale hit → self-expiring cache. that shape shows up all over a harness once you look for it. i settled with this design as it was a good enough tradeoff between complexity and risk, and it was the only one that did well in our benchmark.\n\n5/ filenames are adversarial and the model can't see why.\n\nmacos names screenshots with a NARROW NO-BREAK SPACE before AM/PM. it stores filenames NFD-decomposed. finder renames turn `'` into `’`.\n\n```\n\"Screenshot 3.04 PM.png\"\n\"Screenshot 3.04 PM.png\"\n```\n\ndifferent byte strings. in a terminal, the same picture. the model reads the path off the screen, retypes it faithfully, gets \"file not found\", and no amount of reasoning recovers because the difference isn't rendered. you can burn an entire session on this and never learn anything.\n\nso before failing we retry 7 candidate spellings: narrow space ↔ regular, NFD, NFC, straight ↔ curly quote, NFD+curly. each one re-checked against the workspace boundary, because a repair must never quietly become an escape hatch. then, and only then, \"did you mean?\": substring match plus a bounded levenshtein of 2, which is what catches `AGENT.md` → `AGENTS.md` where substring matching finds nothing. these are the most common super cheap open model problems we now repair saving more tokens than silly token compression tricks.\n\nwhen a failure is invisible to the model, retrying is the tool's job. the model would retry the same wrong bytes forever. this is what harness engineering is about: finding the invisible failure modes and fixing them in the tool so the model can focus on reasoning.\n\n6/ my favourite bug lives at a chunk boundary.\n\nreads stream chunk by chunk instead of loading the file, so a 400MB line sitting BEFORE your window never accumulates. fine. but it turns out that if the line limit is hit EXACTLY at a chunk boundary, you're standing in a spot where the answer to \"is there more file?\" doesn't exist yet.\n\n```\nlimit hit at chunk end\n↓\nmore bytes? → partial\nstream end? → complete\n```\n\nsaying \"more of the file remains\" at that moment is a lie roughly half the time, and it's a lie that costs a turn every time it fires. so defer the decision to the next chunk instead of guessing. when you can't know yet, say nothing yet.\n\n(also: don't `break` out of the for-await. it calls the iterator's `return()` and destroys the stream underneath you.)\n\n7/ images attach for real.\n\n```\n4K screenshot\n↓ jpeg ladder\n95→80→60→40→20\n↓\nattach at first fit\n```\n\nvision models get the actual image, compressed down a jpeg quality ladder (95 → 80 → 60 → 40 → 20). a 4K screenshot degrades instead of failing to attach. format detection sniffs magic bytes, never the extension: garbage in a .png must never reach the api, real webp must pass. we also gave vision to non-vision models using a VISION tool. so fun.\n\n8/ downscaled images disclose their scale factor.\n\n```\non disk    3024x1964\nattached   1092x709\n↓\n\"multiply displayed\ncoords by 2.77\"\n```\n\nwithout that line, every click coordinate computed off a screenshot is confidently wrong. nothing in the image says it was resized on the way in. and at the end of the day you're saving tokens costs.\n\n9/ notebooks render as documents.\n\n```\n.ipynb json soup\n↓\ntagged cells\nplots → real images\n10K+ cell → jq hint\n```\n\nraw .ipynb is json soup: base64 blobs, per-character source arrays. we return tagged cells, plots attached as images. any cell output over 10,000 chars becomes a jq pointer, so one dataframe dump can't eat the read budget. if you do a lot of data work in notebooks, you can now read the notebook without reading the entire dataframe. the model can still reason about the data, but it doesn't have to pay for it in tokens. major time savings for the user, and a major token savings for the model.\n\n10/ boring formats get one-line answers.\n\n```\n.svg   → text (xml)\nbinary → mime note\n.pdf   → pdftotext hint\n```\n\nsvg is text (it's xml, the model can edit it). binary returns its mime type, never garbage bytes. pdf gets a pdftotext hint for now; inline is on the list. and we have a tools to read and parse different formats as needed loaded on demand. the model can reason about the file without reading it all, and the user doesn't pay for it in tokens.\n\n11/ numbering matches cat -n.\n\n```\nmodel  → line 412\neditor → line 412\ntrace  → line 412\n```\n\n1-indexed, prefix on every line. the model, your editor, and your stack traces agree on what \"line 412\" means. every resume offset and edit target depends on that.\n\n12/ repair inputs, don't bounce them.\n\n```\nfilePath → file_path\n\"2000\"   → 2000\n\"2abc\"   → rejected\n1.5      → rejected\n```\n\n10 aliases for file_path (filePath, absolutePath, target_file...) get repaired. numeric strings coerce via Number(), never parseInt: \"2abc\" is rejected, never silently read as 2. fractional offsets are rejected, never floored. a silently wrong window is worse than an error. our repair harness engineering shows up every where.\n\n13/ some paths must never be opened.\n\n```\n/dev/zero     refused\n/dev/urandom  refused\n/proc/N/fd/0  refused\n↑ before any i/o\n```\n\n/dev/zero, /dev/urandom, /dev/stdin, /proc/<pid>/fd/* are refused by name before any i/o. no extension to check, and the workspace boundary won't save you when cwd is /. a read tool that hangs on /dev/zero is a denial of service you shipped yourself.\n\n14/ hygiene you only notice when it bites.\n\n```\nBOM    stripped\nCRLF   → LF\nutf-8  never split\ndedup  kill-switch\n```\n\nbom stripped. crlf normalized. byte-cap truncation binary-searches a utf-8 prefix so it never splits a codepoint. the dedup ships with a kill-switch env var, because every cache needs one.\n\nso where does everyone else land?\n\nthe top of the table is basically solved. eight of ten harnesses have a line window (500 to 2,000) and a second ceiling (25K tokens to 128 KB). that part is common knowledge now.\n\nthe bottom of the table is empty almost everywhere. across all ten:\n\n```\ndeferred chunk cut  1/10\nunicode name retry  1/10\ndevice blocklist    1/10\nEOF note not error  1/10\ncoord scale note    3/10\ndid-you-mean        2/10\npartial-view ledger 2/10\n```\n\nthe pattern: none of those rows show up in a demo. every one of them starts costing you in hour nine of a long session (remembering what the model has already seen, giving it a way back when a read misses, refusing to read /dev/zero). teams build them only after production forces it.\n\nno one nowadays is sitting watching their agents run and fixing the coding agent's bad behaviors. most developers just select a harness on some random vibe in the first week and never look back. this harness is minimal, it must be the best, this harness is from the model maker, this must be the best. wrong! 🤦‍♂️\n\n… whatever happened to the engineer in us? I hope this post helps you see the difference between a harness that just works and one that was engineered to work well.\n\nclaude code is the interesting column precisely because it's the incumbent: ledger, notebooks, vision, empty-file note, and then no window, no byte cap, no clamp, no resume offset, no streaming, no suggestion on a miss. that team just hasn't been forced yet, and it runs on models forgiving enough to absorb the waste.\n\nwe were forced. we run open models where a wasted turn is visible in the eval score the same day, which is the entire reason any of the above got built. constraint is a feature - it forces you to engineer the right solution instead of hoping the model will figure it out.\n\ni hope this post helps you see the difference between a harness that just works and one that was engineered to work well.\n\nyou can try all of this yourself in Command Code (we're also going open source soon so you'll be able to read the code yourself).\n\ni'd love to share more deep dives on harness engineering of command code, let me know what y'all wanna read about.",
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    "author_name": "Ahmad Awais",
    "created_at": "Sun Aug 09 19:41:10 +0000 2026",
    "text": "Read the detailed harness engineering deep dive with the benchmark¹ at https://t.co/xWYAQQppjm \n\n¹Read from the shipping source of each project on 29 July 2026, at commits pi 027a584, opencode 8cbea4f, codex d06c7ac, grok-build 5da6962, cline c39c6d4, kilocode f844790, cloud 8f32eff, openclaw 18535626, hermes-agent cbecd72. Claude Code ships no source, so its column was measured by probing the live tool. A dash means we looked and did not find it, not that it is impossible or unplanned.",
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    "author_name": "Ahmad Awais",
    "created_at": "Sun Aug 09 20:40:17 +0000 2026",
    "text": "RT @mindragon: Interesting - a lot of optimizations going on now to various harnesses. Some (Command Code, Hermes) more than others (Claude…",
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    "url": "https://x.com/MrAhmadAwais/status/2086710454735544435",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Mon Aug 10 07:05:16 +0000 2026",
    "text": "RT @CommandCodeAI: Introducing the GOAT plan 🐐\n\nCommand Code GOAT plan is the best low-cost coding plan on the market today.\n\n- $10/mo to g…",
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    "text": "RT @MrAhmadAwais: how did we make deepseek outperform opus 4.7?\n\ni've been thinking about why \"open model bad at tool calling\" is almost al…",
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    "text": "writing yet another harness engineering deep dive on the OG shell tool in Command Code. \n\nengineered especially for the open models, their quirks, and tool call repairs. \n\ni think this is gonna be a good one!!",
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    "text": "guys i may have discovered something super cool. oh man, building, more token savings are coming. \n\noh wow, what a silly thing. and every harness has this problem. can't wait to share after benchmarking.",
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    "text": "RT @MrAhmadAwais: how our read tool saves billions of tokens vs claude code \n\ncommand code is purpose-built for open models, so we optimize…",
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    "text": "command code is probably the only harness that is completely transport agnostic.\n\nas we open source the harness, would be great to see all the use cases. i'm already running it in odd places like my router, a custom ic, and db based fs layer all in middleware and memory.",
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    "author_name": "Ahmad Awais",
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    "text": "RT @Teknium: Thanks Ahmad for showing some new improvements that could be saving Hermes Agent users a ton of tokens and time! \n\nAll improve…",
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    "created_at": "Tue Aug 11 17:45:48 +0000 2026",
    "text": "the failure modes of open models are not random.\n\nthey are a small, finite, compositional set of schema bugs.\n\nonce you know the set, you can fix most of them deterministically.\n\n30-100 lines of code. zero extra LLM tokens. no broken sessions.\n\nthe model keeps its full cognitive context. the session stays clean. the output quality stays high.\n\nthis is harness engineering. and almost nobody is doing it seriously.",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Tue Aug 11 19:00:24 +0000 2026",
    "text": "Command Code works great for chrome extension development.\n\ncmd x deepseek v4 flash x agent browser === 🔥\n\ni just used agent-browser that comes built into Command Code to quickly build a chrome extension, that looks at all the deleted threads and deletes their replies as well. keeping your imp channels clean. We use it in our deadlines channel. \n\nLinked below",
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    "author_name": "Ahmad Awais",
    "created_at": "Tue Aug 11 19:00:24 +0000 2026",
    "text": "A Chrome extension that deletes entire Slack threads. It works two ways:\n\nMarked threads — react to a message with an emoji (default :red_circle:, configurable in the popup), then click Delete marked threads. Every thread whose root message carries that emoji is deleted — all replies first, then the root.\n\nDeleted threads — click Delete deleted threads to clean up threads whose root is already deleted (\"This message was deleted.\"). It deletes all remaining replies of those threads.\n\nOnly the threads you target are touched, nothing else in the channel.\n\nhttps://t.co/7pgdwrunTn",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Wed Aug 12 17:23:33 +0000 2026",
    "text": "Latest DeepSeek V4 Pro is live in Command Code.\n\nSame price, much better model!! 🐐\n\n58x cheaper than Fable \n35x cheaper than GPT 5.6 Sol\n29x cheaper than Opus 5\n12x cheaper than Sonnet 5\n\nit'll be our most used model soon, it's comparable to frontier open models in benchmarks. https://t.co/XTYVqghmXy",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Thu Aug 13 01:05:09 +0000 2026",
    "text": "RT @MrAhmadAwais: Latest DeepSeek V4 Pro is live in Command Code.\n\nSame price, much better model!! 🐐\n\n58x cheaper than Fable \n35x cheaper t…",
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    "text": "Grok 4.6 is the most detailed game builder.\n\nOur flappy bench w /design in Command Code.\n\nGrok 4.6 → 9.5/10 \nbest overall smooth motion & clean UI/UX\n\nGrok 4.5 → 5/10\ncompared to 4.6 it looks horrible\n\nOpus 5 → 8/10\n~3x more cost & okayish render tbh.\n\n@spacexai @elonmusk 👌",
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    "text": "Good one @elonmusk @spacexai 🤘",
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    "author_name": "Ahmad Awais",
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    "text": "Exciting to see every harness out there converging on the “everything is a mod” architecture we shipped in Command Code v1.\n\nMods are powerful. They’re bigger than plugins: you can modify essentially any behavior of Command Code and make it your own.",
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    "created_at": "Thu Aug 13 23:37:41 +0000 2026",
    "text": "RT @CommandCodeAI: Gemini 3.7 Flash is now live in Command Code at 50% OFF.\n\n- It's fast with frontier level intelligence\n- $0.75 input/$3.…",
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    "author_name": "Ahmad Awais",
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    "text": "Gemini 3.7 Flash is 50% off and live. 🐐",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Fri Aug 14 03:10:00 +0000 2026",
    "text": "psa: we found a way to cut token usage by ~50/60% on most major models inside Command Code.\n\nit doesn't work everywhere yet. some models fail due to config quirks, others due to API restrictions on the lab side. so we've started working directly with labs to close the gap.\n\ndeepseek: live in Command Code today. on our cmd bench it saved 68% of tokens (avg of 3 runs), and you don't have to change anything. it just works.\n\ngrok 4.6: not working yet, in touch with xAI.\n\nseveral more labs in progress, and we're reaching out to others. if you're at a lab and want this for your models, ping us. dms open.\n\nwhen we're done, every API, every harness, and the whole ecosystem gets the benefit basically for free. cheaper inference for everyone.\n\nfun problem to work on, we're incessantly curious about\n1) open models, \n2) squeezing the best value out of them, and \n3) making that value accessible to everyone. \n\nfirst stab was the $1 Go plan, then the $10 GOAT plan with $70 of usage in it. this is the next step. pure harness and inference engineering wins.",
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    "author_name": "Ahmad Awais",
    "created_at": "Fri Aug 14 03:45:57 +0000 2026",
    "text": "RT @MrAhmadAwais: psa: we found a way to cut token usage by ~50/60% on most major models inside Command Code.\n\nit doesn't work everywhere y…",
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    "url": "https://x.com/MrAhmadAwais/status/2088136419449467138",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Fri Aug 14 05:31:32 +0000 2026",
    "text": "GLM 5.3 escaped our internal loop bench 14/15 times.\n\nAlso excited to partner up and ship GLM 5.3 in Command Code soon — it's an impressive model.\n\nA fun internal eval we run at Command Code: deliberately trap the model in a loop and see what happens. Every GLM model so far just... keeps looping. GLM 5.3 is the first one to notice, go “wait”, and break out. It’s a small bench (15 loop traps), but escaping a loop you were intentionally placed in takes a little flicker of metacognition, and it’s fun to watch that show up.  \n\nBonus: it plays very nicely with our new tool defer harness → ~50-60% token savings on an average session. Capability going up while cost going down is the good stuff. \n\nEasily the most impressive GLM model yet.",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Fri Aug 14 19:24:21 +0000 2026",
    "text": "best GLM 5.3 deal in market. 2x usage. permanent!! 🐐",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sat Aug 15 01:31:14 +0000 2026",
    "text": "RT @FoxRick01: Typical start of the weekend when a new model drops. Refactoring my app with @CommandCodeAI and @deepseek_ai V4Pro. Taste 👅…",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sat Aug 15 19:30:01 +0000 2026",
    "text": "Writing tests is basically solved!!",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sat Aug 15 20:26:36 +0000 2026",
    "text": "Beat DeepSeek prices?\n\nWe have been working with several providers for a week. soon we may be able to figure something out. \n\nCommand Code has 12 trillion tokens load, my DMs are open if you can help us beat DeepSeek’s upcoming peak/of-peak pricing. \n\nLet’s talk.",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sun Aug 16 04:28:23 +0000 2026",
    "text": "RT @MrAhmadAwais: Beat DeepSeek prices?\n\nWe have been working with several providers for a week. soon we may be able to figure something ou…",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sun Aug 16 05:56:34 +0000 2026",
    "text": "one of the largest DeepSeek buyers in the world, 12T tokens",
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    "url": "https://x.com/MrAhmadAwais/status/2089051937329357137",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sun Aug 16 18:09:29 +0000 2026",
    "text": "“but why?” that’s the most common thing i heard when i started working on @CommandCodeAI, a coding agent i purpose-built for open models. “but why?”\n\nthe engineer in me wasn’t satisfied with the coding agents we had last year. most of my feedback got ignored by the labs.\n\nnobody was pursuing open models, or even trying to make them work. every other harness, open or closed, was fanboying closed models: “use claude and gpt with my coding agent.”\n\nat times it felt like engineering curiosity was slowly dying, if not already dead.\n\n\"the pursuit of excellence does not need justification.\"\n\ntbh, in pursuit of excellent harness engineering, i didn’t need a justification. but i had investors and employees. we had raised money - $5M for an agent cloud (langbase). the stakes couldn’t have been higher.\n\nat times i felt like nobody cared and no one wanted this. \"but i do,\" i always told myself.\n\ndecade of writing code, i get to say a lot about what i like and what i don’t in devtools.\n\ni'd built a coding agent as a side project back in 2020, even before github copilot.\n\n\"clai\" was a \"cli with ai\" agent, born when greg brockman gave me early gpt-3 access.\n\nso i revamped it. started with a neuro-symbolic model, `taste-1`, trained to self-improve and learn \"my coding taste.\" \n\ngave talks about how all you need is auto-learned and auto-updated taste.md files (skill.md didn't exist yet btw).\n\nend of last year, devs stopped writing even 10% of their code by hand. models were writing all of it.\n\n\"so what, we can learn the taste of models,\" i thought. novel idea. and boy did it work!\n\nwe learned the taste of different open models. figured out the most common deepseek mistakes. this led to, if i may be so bold, the invention of \"tool call repairs.\"\n\nwe got deepseek to outperform opus.\n\n\"repair harness\" became a thing. i shared the post openly, and 2M developers read and engaged with it.\n\nin a single day, we got over a thousand paying customers. what a day that was.\n\nthen another thousand, and another. \n\nit was working. pmf!!\n\nafter two years spent building an agent cloud, we’d found pmf in a coding agent i pour all my heart into.\n\nthen we applied repairs to design slop problem and discovered \"chain of design thought,\" which became a built-in \"/design\" skill. it deslops ai designs.\n\nso many were still skeptical of open models. their \"training data\" was weak, they said. they’d only seen other harnesses work with claude and gpt. founders rave about claude.\n\n\"we're open source, but hey, look, our team builds only with claude or gpt.\" when you see things like this, what else would you think?\n\nthree months ago, out of pure \"i'll die on this hill, i know open models will work and tool repairs can fix them\" energy, i did something crazy.\n\ni launched a \"$1\" go plan with $10 of open model credits. \n\nwe optimized the heck out of the harness, drove the cache hit rate to 98%, and worked with labs on discounts, getting devs up to $40 of open models for just a buck.\n\nthat was a hit. like spend a buck and see how good open models are with command code. it's the harness doing the engineering work it should always do.\n\nwe quickly became, arguably, the best harness for deepseek. with command code, deepseek v4 pro outperformed opus 4.7.\n\ndevs were so skeptical. \"you're lying.\" \"slop take, marketing fluff.\" \n\nit was so mind-boggling to me that i could just make 100x cheaper models outperform claude. and devs wouldn't even listen. what kind of mentality is that? \n\nbut slowly they started to believe.\n\nwe launched public beta in may (3.5 months ago).\n\n$1M run rate in a month. we added another the next month, and another after that. ah! three months in, $3M - now, mid-august, we've hit $4M at 78% compounding MoM, we'll probably hit $10M or more by the end of the year.\n\njust last sunday, i shared how our well-engineered read tool, the core of context engineering, is saving 25 billion tokens a month.\n\nhermes, at 2-3x our scale, just adopted our read tool research, probably saving their users over 100 billion tokens.\n\nlast week, we launched the best low-cost plan for open models on the market: g.o.a.t. plan. greatest of all time. 🐐\n\nthe $10/mo goat plan. usage differs per model, but you get $70 worth of credits across 30+ models. it's already bigger than our go plan. that's 5-10 billion tokens.\n\nwe also released command code v1: completely rewritten, super fast, and everything is a mod (check our docs). you can hack or remix any part of it.\n\ncommand is probably the only harness that's completely transport agnostic. memory, http, rpc, jsonl, you name it.\n\nand now we've discovered a way to cut token usage by about 50 to 60% on most major models inside command code.\n\nit doesn't work everywhere yet. some models fail due to config quirks, others due to api restrictions on the lab side. so we've started working directly with labs to close the gap.\n\nwhen we're done, every api, every harness, and the whole ecosystem gets the benefit, basically for free. cheaper inference for everyone.\n\nso many fun problems to work on. we're incessantly curious about 1) open models, 2) squeezing the best value out of them, and 3) making that value accessible to everyone.\n\nyou can just do things.\n\nand next week, if all goes well, we're open sourcing command code. i think it'll be our biggest contribution yet.\n\nso yes, i agree.\n\n\"the pursuit of excellence does not need justification.\"\n\nlet's go.",
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    "author_name": "Ahmad Awais",
    "created_at": "Sun Aug 16 21:33:51 +0000 2026",
    "text": "RT @MrAhmadAwais: “but why?” that’s the most common thing i heard when i started working on @CommandCodeAI, a coding agent i purpose-built…",
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    "url": "https://x.com/MrAhmadAwais/status/2089198825630044557",
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    "author_name": "Ahmad Awais",
    "created_at": "Mon Aug 17 03:53:10 +0000 2026",
    "text": "World's best DeepSeek coding plan: 🐐\n\n$10/mo GOAT by Command Code.\n\n35+ models\n$60 of DeepSeek V4 Flash\n$20 of DeepSeek V4 Pro\n$70 GLM or Hy3\n$47 MiniMax M3\n$60 Kimi \n\nAnd GPT, Qwen, Mimo, Muse Spark, Gemini, Step, Inkling, Nemotron!\n\nWe called it the GOAT plan for a reason.",
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    "url": "https://x.com/MrAhmadAwais/status/2089198827945500732",
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    "author_name": "Ahmad Awais",
    "created_at": "Mon Aug 17 03:53:10 +0000 2026",
    "text": "At Command Code, we're incessantly curious about \n1) open models, \n2) how to get the best value out of them, and \n3) how to make that value accessible to everyone. \n\nThe GOAT plan is our answer to all three.\n\n98.78%+ cache hit\nfree tool call repairs\n\nhttps://t.co/q7HGa9zdoa",
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    "author_name": "Ahmad Awais",
    "created_at": "Tue Aug 18 00:22:05 +0000 2026",
    "text": "Command Code is growing incredibly fast. \n\n20K paying customers now\n13T tokens crossed\n$5M run rate\n3.5 months \n\nand we've achieved 99.43% cache hit rates!!\n\nGOAT $10/mo is the best coding plan with $70 credits. Today we added $70 GPT 5.6 Sol to it as well.\n\n$10M soon. \n🐐 https://t.co/icUGGgkERi",
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    "text": "Developers rank Command Code — S tier above Claude Code, Cursor, OpenCode and the likes. \n\nCommand Code's harness eng is so GOATED. 🐐\n\nMods API makes it even more enjoyable!!\n\nWe also have the best AI coding plan for open models. \n\nNext: BYOK, Remote control, ACP, Desktop, Web.",
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    "text": "RT @MrAhmadAwais: Command Code is growing incredibly fast. \n\n20K paying customers now\n13T tokens crossed\n$5M run rate\n3.5 months \n\nand we'v…",
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    "text": "RT @MrAhmadAwais: World's best DeepSeek coding plan: 🐐\n\n$10/mo GOAT by Command Code.\n\n35+ models\n$60 of DeepSeek V4 Flash\n$20 of DeepSeek V…",
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    "text": "update: GOAT plan has GPT Sol now, $70 credits.",
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    "text": "Command Code is now the most used coding agent harness for open models. \n\n15T tokens scale\n20K paying customers\n99.43% cache hit ratio\n3 months in $5M run rate\n$1 Go plan with $10 credits\n$10 GOAT plan with $70 credits\nProvider API, Tool call repairs, /design\n\n🐐 https://t.co/HrC39BMopd",
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    "text": "RT @MrAhmadAwais: Command Code is now the most used coding agent harness for open models. \n\n15T tokens scale\n20K paying customers\n99.43% ca…",
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    "text": "Command Code has now crossed 16 Trillion tokens scale. 🐐",
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    "text": "Command Code now at $6M run rate. 🐐\n\nThis is more than total $5M we've raised. \n\nIt's just been 3 months. \n\nAt this pace, we're the fastest growing coding agent company and will hit $100M sooner than Cursor did. \n\nBuilding the best coding agent for open models!",
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    "text": "RT @MrAhmadAwais: Command Code now at $6M run rate. 🐐\n\nThis is more than total $5M we've raised. \n\nIt's just been 3 months. \n\nAt this pace,…",
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    "text": "▲ + ⌘ = 🐐",
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    "created_at": "Thu Aug 20 03:00:03 +0000 2026",
    "text": "we've an interesting problem. \n\nwe got more customers than followers of @CommandCodeAI \n\ngo fix it. now, please!! \n\n🐐",
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    "text": "Developers love building with Command Code. \n\nhonestly, we go the extra mile: talking to users, implementing feedback, saving tokens, repairing tool calls, 99%+ cache hit rate, keeping the docs from going stale, and team's actively involved in the community. \n\ny'all are 🐐 https://t.co/A2cRlbzgo4",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Fri Aug 21 04:33:03 +0000 2026",
    "text": "Who wants access to Ox Alpha (stealth frontier model) for free in Command Code?",
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    "text": "100T free tokens per day capacity on Ox Alpha in Command Code. \n\ngo nuts!!",
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    "text": "DeepSeek-V4-Flash-Vision-Exp just launched. \n\nWe're making it live in Command Code soon as the benchmark finishes. \n\n🔹 Experiment multimodal model same as the DeepSeek flash mode on text but includes vision. \n\n🔹 Major improvement over flash text, considering this vision model has almost matched Opus 4.8 in benchmarks\n\nTerminal Bench 2.1: 83.9\nNL2Repo: 57.7\nDeepSWE: 59.3\nDSBench-Hard: 63.6\nAutomationBench (Public): 25.7\nApexBench (Pass@1): 36.5\nAgents' Last Exam: 27.3\nChartography: 64.3 (p0.95); 63.3 (p1.0)\nZeroBench (Pass@5): 35.0",
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    "text": "every model in Command Code has vision, DeepSeek too! https://t.co/pu7SDSXTKA",
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    "text": "RT @CommandCodeAI: Ox Alpha (stealth frontier model) is free in Command Code.\n\n🆓 100T tokens per day free capacity, no 5hr usage limits.…",
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    "text": "i want monorepos to have packages that are in the same repo and have separate repos of their own too. if we had this, would have accelerated a bunch of things we wanna open source.",
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    "text": "RT @CommandCodeAI: Alipay is now supported in Command Code.\n\nMore ways to pay and be a GOAT.",
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    "text": "GOAT deal. Free MiniMax. 🐐",
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    "text": "4x usage on GLM 5.3 Flash (Ox Alpha).\n\nGLM 5.3 Flash aka Ox Alpha, has the best subscription usage limits in Command Code. $10 🐐 plan has $40 usage over 1.2 Billion tokens, 24K requests. \n\nThis is 3x to 10x better than other coding subscriptions. \n\nLet's go, GOAT! 🐐",
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    "text": "i sometimes think of writing code by hand again. \n\nthen i start 5-6 parallel Command Code agents.\n\nat the end of day i finish 10-20 prs with this.\n\nthen i'm glad i didn't lean into the former feeling.\n\nbut that feeling doesn't go away for some reason.\n\nback to my agents then.",
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    "text": "google’s biggest contribution to ai is the name “flash”",
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    "text": "Command Code at 21T token scale now. Scaling!! 🐐",
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    "text": "putting out fires everywhere running million miles an hour. https://t.co/api0n4tW2T",
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    "text": "Hy4 preview just launched. Going live in Command Code.\n\nWe've been testing this model this week. In our internal benchmark, it's consistently scored similar to DeepSeek V4 Flash and GLM 5.3 Flash, while being cheaper per task compared to GLM.\n\nYet another excellent open model. https://t.co/klhF6hdJ0e",
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    "text": "update (24T): command code now at 24 trillion tokens scale. 🐐 https://t.co/52JKLBZpX2",
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    "text": "what’s the best corp CC for monthly multi million dollar ai inference spend?",
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    "created_at": "Sat Aug 29 19:16:18 +0000 2026",
    "text": "opus 5 is so bad lately. complete mess. glad open models exist. it failed to find bugs even deepseek flash discovered.",
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    "text": "RT @NFT_Chen: 💥Command Goat 把 OpenCode Go 按在地上摩擦了🐐\n\n最新模型价格分析：Command GOAT 7 胜，OpenCode Go 3 胜，日常真在打的模型，基本都是山羊赢。\n\n分点看：\n1️⃣ 爆款主力，GOAT 直接翻倍打
G…",
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    "url": "https://x.com/MrAhmadAwais/status/2093798834719834364",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sat Aug 29 20:31:57 +0000 2026",
    "text": "This is why we bet on open models. \n\nObvious next step is Command Code. Own your workflows as Cursor becomes Grok. \n\nDevelopers can get 7x usage of GPT 5.6 Sol in @CommandCodeAI GOAT plan $10/mo with $70 usage. \n\nAnd ~50 open models. GLM, DeepSeek, Kimi, Hy. BYOK too. \n\n🐐 has the most value than any other AI coding plan with phenomenal harness or API. Our tool repair harness does wonders to cache hit ratios 99%+ with open models. \n\nWe think GPT and Claude models are great. But the collective intelligence of ~50 open models is more. \n\nYou can get the best open model with decent cost or the cheapest cost workhorse with token abundance. \n\nI run a billion tokens a day with open models looking after all sorts of busy work. We auto cluster developers sentiment, errors origin, trust factory before ships, and business data that help us be more active in the community at the right time and in the right places. Unlike any other team managing this scale. \n\nIn near future we are going to be running trillion tokens per day just for our team. With GPT or Claude that would cost around $5M lol. With open models it’s going to land around less than $50K — this type of token abundance will solve literally any verifiable problems we are going to put it through. What an exciting time to be alive. \n\nWe are one of the largest buyers of open models inference and are actively building tools and infrastructure around it. 🐐\n\nIf you or your team wants this. We are excited to welcome and help.",
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    "url": "https://x.com/MrAhmadAwais/status/2093890529889251349",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sun Aug 30 02:36:19 +0000 2026",
    "text": "RT @MrAhmadAwais: This is why we bet on open models. \n\nObvious next step is Command Code. Own your workflows as Cursor becomes Grok. \n\nDeve…",
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    "url": "https://x.com/MrAhmadAwais/status/2094165837913747810",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sun Aug 30 20:50:18 +0000 2026",
    "text": "how our shell tool saves you a trillion tokens vs every other agent.\n\nthe full TEF (token efficiency frontier) bench below. it's a literal pareto frontier of token efficiency, and @CommandCodeAI sits on it at every step, saving 30% of your token bill.\n\nbuilt the most token-efficient shell tool of any harness. excited to share yet another deep dive into command code's harness engineering.\n\ni've been thinking about this for several weeks. there are no bad models anymore, only bad harnesses. all the new open models are pretty good. what makes coding agents expensive is the harness, and after file reads, the shell tool is where it burns most of your tokens.\n\nso we read the shell tool source of the top harnesses at pinned commits (command code, cline, codex, grok build, hermes, kilo, openclaw, opencode, pi), probed claude code live, and graded 23 capabilities in the TEF bench. then i priced each one from our production traces. how many tokens does this capability save per 1M tokens of shell-driven traffic?\n\n~306k of every 1M shell-driven tokens is potential removable waste. about 30%. nearly a third of what agents spend around shells is not intelligence, it's raw context, which is an excellent harness engineering opportunity. command code removes ~300k of it, about 98%. second place removes 240k.\n\nof everything in command code's v1 launch, engineering those 23 capabilities into the shell tool was the single biggest harness engineering lever we pulled. all of it has been live for a month, ~401 released versions in.\n\nwaste tokens removed per 1M tokens\nceiling ▓▓▓▓▓▓▓▓▓▓ 306k\ncommand code ▓▓▓▓▓▓▓▓▓▓ 300k · 98%\n2nd place ▓▓▓▓▓▓▓▓ 240k · 78%\nthe gap ▓▓ 60k\n\na few things i learned that can help every one.\n\n- background exec by default: task id + pid + log path back instantly\n- monitor wake-ups: the runtime calls the agent, never the reverse\n- sleep that parks the agent, wakes early on user input\n- durable cron, survives restarts\n- background agents + agent_output to collect results\n- three wait modes: now / next write / exit\n- from_offset cursor reads, never the same bytes twice\n- middle-out truncation with exact omitted counts\n- full log on disk, path in every result\n- honest exits: 137 sigkill, 143 sigterm, never a fake success\n- benign-exit notes: grep 1 = \"no matches\", not an error\n- untrusted fencing on all process output\n- kill by task id, raw pid, or port\n- sigterm → poll → sigkill, never a group we didn't create\n- timeouts: 30s default, 600s cap, model-settable\n- first-class powershell on windows\n- workspace boundary enforced everywhere\n- and a bunch of other small improvements that compound\n\ndetailed deep dive in the docs, but here're the most imp one's. \n\n1/ polling is the single most expensive behavior in agents.\n\nopen models poll. run the build, `sleep 5`, read the log, read it again. given a bare shell it's the only correct strategy available to them. three harnesses literally write \"do not poll\" in the system prompt while giving the model nothing else to do. the fix is improving your harness capability, not prompt engineering.\n\n`monitor` wakes the agent on a schedule and on exit.\n\n`sleep` parks it without holding a process, ends early if the user types.\n\n`cron` fires prompts later, durably, surviving restarts.\n\nbackground agents return control immediately and `agent_output` collects results when you actually need them.\n\nwake-ups alone are worth ~40k tokens per 1M. nobody else ships this entire stack but Command Code.\n\npolling — every wake costs a turn\nrun → sleep 5 → read → sleep 5 → read\n→ sleep 5 → read → done (4 paid turns)\n\nwoken — the build calls you back\nrun → (agent parked, $0) → exit fires\n→ read once → done (1 paid turn)\n\n2/ never make the model re-read.\n\n`shell_output` takes `from_offset` and returns only what's new, with three wait modes: return now / wait for next write / wait for exit. tail-snapshot harnesses re-deliver the same last 100 lines on every read, so every poll costs the same as the first one, forever. that's the difference between reading a 30k-char log once and reading it five times. we're the only harness with all three wait modes.\n\ntail snapshot: 100 lines, again\nread 1 ▓▓▓▓ read 2 ▓▓▓▓ read 3 ▓▓▓▓\n\nfrom_offset: only what's new\nread 1 ▓▓▓▓ read 2 ▓ read 3 ▓\n\n3/ never lie about how a process died.\n\nmaking agents more honest helps improve output quality. in a competitor harness a SIGKILL'd process reports as *success*. node gives `code === null` on a signal death, their check is `!== 0 && !== null`, so an oom-killed build returns as a green tool result. in two others the exit code is captured into ui metadata and the model never sees it at all. another collapses every signal death to exit 1. this makes open models loop and expensive. we learned and fixed it in v0 → v1.\n\nhow a dead process gets reported\noom kill → \"success\" (code null slips through)\noom kill → nothing (exit code hidden in ui)\nsignal death → exit 1 (cause erased)\nsigkill → 137, sigterm → 143 ← ours\n\nwe report 128+n honestly: 137 sigkill, 143 sigterm, never a fake success. and we annotate the benign cases. grep exit 1 says \"no matches found (not an error)\", because to a model trained that nonzero means failure, an unannotated grep 1 is a retry loop for many models. grok does this all the time.\n\n4/ truncation should be a view, not a loss.\n\n▓▓▓ head→the command echo survives\n[ 4,812 lines omitted, counted ]\n▓▓▓ tail→the final error survives\n+ full log on disk → grep it, don't rerun\n\nmiddle-out, so the command echo and the final error both survive the cut. exact omitted counts. full output on disk with the path in the result, so the model greps the log instead of re-running a ten-minute build. \n\none harness keeps clipped output in memory only. once cut, it's gone, no file exists. \n\nanother literally tells the model \"earlier output was discarded at the retention cap and cannot be recovered.\" honest. still a loss. this will cause the model to spend more time and tokens if needed later.\n\n5/ small issues that compound:\n\n- kill by port. \"port 3000 already in use\" is the most common dev-server failure there is, and it's one call. we're the only harness that can kills it by raw pid. escalation is sigterm → poll → sigkill, and we never signal a process group we didn't create.\n\n- a log line shouldn't talk to your agent. all process output is fenced as untrusted data, so a compromised npm postinstall printing \"ignore previous instructions\" arrives quoted and inert. 2 of 10 harnesses do this.\n\n- background by default for long work. `run_in_background: true` returns a task id, pid and log path immediately, and the model keeps working while the build runs.\n\nwe're building a shell tool that is the fastest, cheapest, and most capable in the world.\n\na lot of our work load is agents running in the background where humans check in, once a day or once a week. this kind of trust leads to your harness managing the token budget for the agent, and the agent self-administering it per task. the harness is the only place where this can be done well.\n\nchip engineers chase what they call speed of light. the absolute ceiling of what the hardware can do, 100% of it, absolute numbers, never relative ones. \n\n306k per 1M is the speed of light of shell tooling, and we run at 98% of it. the gap to second place is ~60k per 1M. at our volume, 25T+ tokens, command code is saving you over a trillion tokens.\n\nand the bigger reason this matters. the best latency is no latency at all. agents are going background, human timescales, check in once a day, not every five minutes. our bet is agent tokens end up overwhelmingly background within a couple of years.\n\ntokens are only today's unit, too. the next unit is outcomes. agents self-administering a token budget per task, taking as many shots on goal as the budget allows. a cheaper token-efficient shell tool helps you make several shots on goal.\n\nwe don't win every row. we have a bunch of work to be done on boundary enforcement, and hermes' exit-code interpreter is one of the best implementations i read, so we're always improving. the full 23-capability table is in our docs.\n\nagain, there are no bad models, only bad harnesses. many of which were built for closed models, openai and anthropic do a lot to make inference better. open models are left out. skill issue applies to the harness more often than the model.\n\nwe're building the open models focused harness and inference infra, and i plan to continue sharing all the things we discover that can help everyone!",
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    "author_name": "Ahmad Awais",
    "created_at": "Sun Aug 30 20:50:18 +0000 2026",
    "text": "full TEF bench¹, the token efficiency frontier chart, every commit hash we read, every claim, grade, capability price, and the parts where we still need a bunch of improvements on are shared in the deep dive here:\nhttps://t.co/5Gjvmq4Qhv\n\n¹Read from the shipping source of each project on 30 August 2026, at commits cline 48d6385, codex 88f7765, grok-build bc7f02e, hermes-agent dce2ecb, kilocode 5e02825, openclaw 0a6c013b, opencode 10765ff, pi 853a80d. Claude Code ships no source, so its column was measured by probing the live tool with controlled commands (a backgrounded build, a signal-killed process, an oversized output burst, a grep with no matches) and is the least certain column in the table. Scores reflect the default shipping configuration: a capability behind an off-by-default flag counts as partial at best. A dash means we looked and did not find it, not that it is impossible or unplanned.",
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    "text": "RT @MrAhmadAwais: how our shell tool saves you a trillion tokens vs every other agent.\n\nthe full TEF (token efficiency frontier) bench belo…",
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    "text": "RT @RajanthaR: I wasn't expecting this harness to be this good. I was just testing with the $1 planthat gives 10$ in credits. I upgraded as…",
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    "text": "RT @FoxRick01: @CommandCodeAI has to be the most efficient harness out there. Amazing tool fixes, token savings and a good subscription on…",
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    "text": "RT @MrAhmadAwais: @OpenAI Developers can get 7x usage of GPT 5.6 Sol in @CommandCodeAI GOAT plan $10/mo with $70 usage. \n\nAnd 43 open model…",
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    "created_at": "Tue Sep 01 07:49:28 +0000 2026",
    "text": "tbh i didn’t realize i’d enjoy deepseek flash fast at 400-500 tps so much. it’s almost 1am and i gotta stop coding now.",
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    "author_name": "Ahmad Awais",
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    "text": "Fable 5.1 is here. 75% cheaper cache reads fwiw.",
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    "author_name": "Ahmad Awais",
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    "text": "tomorrow morning launching a new free model in Command Code. 🐐",
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    "author_name": "Ahmad Awais",
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    "text": "LongCat 2.0 is now free in Command Code. 🐐",
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    "author_name": "Ahmad Awais",
    "created_at": "Thu Sep 03 03:51:05 +0000 2026",
    "text": "Flappy bench: Muse Spark 1.3 (cheapest) in Command Code. https://t.co/YRW9FSZSPa",
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    "author_name": "Ahmad Awais",
    "created_at": "Thu Sep 03 05:27:53 +0000 2026",
    "text": "meta muse spark 1.3 is winning. solid model. max wen? https://t.co/DK6ViJZzjg",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Thu Sep 03 06:18:08 +0000 2026",
    "text": "There are two types of TypeScript developers\n\n1. useEffect\n2. use Effect\n\nso useEffect or use Effect. wbu?",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Thu Sep 03 15:30:37 +0000 2026",
    "text": "claude, grok, codex are all down.\n\nperfect time to try open models with @CommandCodeAI. we've got it good.\n\n🐐 GOAT plan: $10/mo, $70 in usage, 50+ models.\n\nfair warning: would be hard to go back!",
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    "text": "@alexandr_wang @finkd our meta muse spark inference has completely died off impacting @CommandCodeAI's business and customers. what's the best way to get this resolved quickly. Send help? my DMs are open.",
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    "text": "Command Code is growing astronomically. 42K paying customers in 4 months. \n\nOur product metrics have changed. Instead of weekly active users we now track weekly active paid customers. That’s the most significant aspect of our business growth. \n\nIt’s taken a huge amount of work. We have cracked the top three coding agents ranking. In an extremely competitive market. \n\nLikely the fastest growing coding agent in history and largest buyer & consumer of open models tokens. 60T token scale. \n\nMost token efficient harness and inference engine on the market today. \n\nNext week we are coming to your desktop. Desktop app will unlock a completely new group of users and use cases. Then we are shipping cloud and computer agents. \n\nWe are building a generational company that’s unstoppable. And we’re hiring phenomenal engineers. \n\nThank you for all y’all’s support! 🐐",
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    "text": "RT @MrAhmadAwais: Command Code is growing astronomically. 42K paying customers in 4 months. \n\nOur product metrics have changed. Instead of…",
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    "created_at": "Sat Sep 12 02:30:08 +0000 2026",
    "text": "DeepSeek V4.1 Flash, first 24 hours of launch, broke all records!!\n\nCommand Code served 3.1 TRILLION paid tokens. More than OpenRouter, OpenCode etc, or anyone else in the world.\n\nSustained 230-300 TPS.\n\nBetter, faster, cheaper!! 🐐 https://t.co/YLZ8BmAIml",
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    "text": "RT @MrAhmadAwais: DeepSeek V4.1 Flash, first 24 hours of launch, broke all records!!\n\nCommand Code served 3.1 TRILLION paid tokens. More th…",
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    "text": "DeepSeek V4.1 Flash is now our top most used model.",
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    "text": "This is happening  “the boon in using open models for cost savings” is real. \n\nJust four months ago we launched @CommandCodeAI coding agent built specifically for open models. \n\n60T tokens scale and 43K paying active customers later, more than 90% of our usage is open models.\n\nIn the first 24hrs of DeepSeek V4.1 launch, Command Code processed 3.1T paid tokens that’s 3x more than entire market on OpenRouter. \n\n1T tokens on SOTA Claude/GPT cost you ~$5M\n\n1T tokens on SOTA open models cost you \n~$50K \n\nI’m not joking. I’m literally looking at our data. These numbers are real. \n\nThat’s 100 times cheaper. While nearly as good. Run twice as many. \n\nI believe top ten open models collectively beat single SOTA Claude/GPT model. \n\nAnd when you discover a workflow that works for you, there’s literally nothing stopping you. You are not bound by subscription subsidies. Regular API prices are ten times or more manageable. \n\nIn near future, enterprise will wake up to this. Better, faster, cheaper, private, and available now!!",
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    "text": "Command Code is now eating into Claude’s revenue. GOATed developers like Rob are increasingly spending more on open models with us while reducing their Claude spend.",
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    "text": "RT @MrAhmadAwais: Command Code is now eating into Claude’s revenue. GOATed developers like Rob are increasingly spending more on open model…",
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    "text": "RT @CommandCodeAI: Extending $60 usage on DeepSeek V4.1 flash to 10 days. 🐐",
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    "text": "should we ship herdr support in command code?",
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    "text": "RT @theCTO: something is not normal with @CommandCodeAI \nI refactored our entire docs and only used 14% of the monthly limits\n\nyou're insan…",
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    "text": "Sunday ship: built-in herdr support in Command Code\n\nZero setup. Shipped v1.54.0.\n\n· working / idle / blocked in the sidebar\n· works in cmd -p, not just the TUI\n· releases the pane on exit, even on kill\n· /herdr to check status\n\n🐐",
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    "text": "RT @CommandCodeAI: Command Code has built-in herdr support now! 🐐",
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    "text": "It seems more and more obvious that open models will outpace the closed models frontier in 2027. \n\nOpen models are 100x cheaper and being used 10-50x more. Jevons paradox has never been more true. \n\nEvery thing on token efficiency, cache improvement, 2x price decrease, all of it is leading to astronomical increase in total consumption of open models inference. \n\nThe more inference-native we get the more  we understand how to control open models. In this distributed messy yet extremely competitive market where market share is captured by the likes of android ecosystem it definitely feels like we are building the iPhone. \n\nMoving from labs to factories. Optimizing both software harness and hardware inference. Every tool repair and trace goes further in self improving the overall system. \n\nToday at Command Code we have hit 1 Quadrillion tokens yearly scale. Peta bytes of data flow and nearing billion tokens per second speed of light economics. \n\nIt’s impossible to not be excited about the future.",
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    "text": "Super excited for the launch tomorrow. https://t.co/IqWkGaVk0n",
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    "created_at": "Wed Sep 16 15:53:45 +0000 2026",
    "text": "Launching: Command Code Desktop App! ⌘\n\nAvailable today for Mac, Linux, & Windows. (beta)\n\nWe're building the most powerful agentic app, starting with code. Multiple agents, files, Git, terminal, browser previews, plans, and instant edits with /design.\n\nJust getting started!!",
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    "text": "We have a massive roadmap ahead. Computer use, sandboxes, cloud computers, and a couple of secret projects coming next!  \n\nDownload the desktop app and get started:\nhttps://t.co/fxenoAehqH",
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    "text": "@AseemShrey @CommandCodeAI impossible, you're doing something wrong. \n\non deepseek we got 99%+ cache on 100T+ workload.",
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    "text": "@WiseArts haha :)\n\nglad you like it. just getting started!!",
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    "text": "@ifahimreza @CommandCodeAI happy to :)",
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    "text": "@sneycampos @composio @CommandCodeAI 🐐 GOAT harness indeed!",
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    "text": "@DavidMansaray You can do 6x more in @CommandCodeAI $10/mo GOAT 🐐 plan btw. \n\nOne of the best harnesses that made DeepSeek work, in case you’re interested in an eng deep dive \n\nhttps://t.co/XLxdNWep7P",
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    "text": "@DavidMansaray @CommandCodeAI By being the most token efficient harness \n\nhttps://t.co/KWD8WESxDp https://t.co/jpWY47uHnS",
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    "text": "@_LuoFuli Interesting. Thanks for sharing.",
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    "text": "@_LuoFuli Would be awesome to improve our Mimo integration in @CommandCodeAI - DMs open. Let’s talk?",
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    "text": "@composio Excited to see @CommandCodeAI there as one of the most token efficient harnesses. \n\nThank you team @composio for all effort y'all put into this. \n\nHere's our eng deep dives on harness engineering :)\nhttps://t.co/mKvxbZKZig https://t.co/Gnwwre20UK",
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    "text": "@fkadev just getting started!! 🐐",
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    "text": "Command Code is one of the most token efficient top tier harnesses - leading accuracy, cost, and speed for both open and closed frontier models!!",
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    "text": "@Peace_Is_Easy No.",
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    "text": "@amraja369 /goal is there\n\nIf it’s not doing the needed report a repro with /feedback\n\n@vipulgupta2048",
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    "text": "@amraja369 @CommandCodeAI @opencode Excited to have you on board. Welcome to the 🐐 harness.",
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    "text": "@Sufiankiyani @composio @CommandCodeAI Get GOATed!!",
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    "text": "@realaliarain @hayodejiii @obaidnadeem_ list them all on the site",
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    "text": "@istupidpreneur Haha. 😂",
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    "text": "@testux95 @DavidMansaray @CommandCodeAI Ofc. Check docs.",
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    "text": "@Bhuti_Lloyd @DavidMansaray @CommandCodeAI GLM 5.3 is an expensive model as you can imagine https://t.co/ArRb1X0QEh",
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    "text": "@chanakyaspeakss @CommandCodeAI @opencode Bro /rc is ready with discord and telegram we are shipping soon as next week @inlovewithgo @AhmadBilalDev",
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    "text": "@SrGrowths @DavidMansaray @CommandCodeAI Of course it does. Provider API has no such limits https://t.co/hyYEXDKmh7",
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    "text": "@enpits @DavidMansaray @CommandCodeAI It’s the same price as official API just showing you the difference when cache is good or bad.",
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    "text": "@onesuitee You can already use it with open models. BYOK coming soon too.",
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    "text": "@WasabiNetwork @obaidnadeem_ @realaliarain major miss here make landing page show all versions and detect the OS and suggest the correct one too.",
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    "text": "@M1onX_ Already there. @realaliarain",
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    "text": "@SpeedofLight69 🐐🐐🐐",
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    "text": "@MedicineAndAI 🐐🐐🐐",
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    "text": "@matheusm7353 It has that.",
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    "text": "@Varunprashar Thanks you. Let’s go!!",
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    "text": "@iChuloo 😎",
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    "text": "@gilgMesh98 @cline @CommandCodeAI GOATed!!",
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    "text": "@DailyXplorer @CommandCodeAI Make a gh issue please. /feeedback\n\n@satvikxs",
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    "text": "@DailyXplorer @CommandCodeAI thanks. Major polish till we hit v1!!",
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    "text": "@JosephV04824396 @tomftbl_ @CommandCodeAI @realaliarain",
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    "text": "@fkadev @CommandCodeAI Oh boy haha. \n\nWe’re about to ship Computer use. But you gotta show me what you did here. \n\n@realaliarain",
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    "text": "@fkadev @CommandCodeAI @realaliarain Yep!! And I think with mods you’ll be building mad fun stuff.",
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    "text": "@CompleteSkeptic congrats!!",
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    "text": "@GargeyaS i mean it is worthy of that :)\n\nlook at deepseek — no one could match the accuracy and speed :) https://t.co/HpiBevbKRl",
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    "text": "@medmrfco that's why it's beta. feel free to report them. we'll actively fix them. @realaliarain",
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    "text": "@rakeshrraja @amraja369 @CommandCodeAI @opencode You should upgrade buddy. You can buy /extra usage at cost too. Having multiple accounts is against ToS.",
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    "text": "@phanindra_ai yeah, beta app. why do you need to see dollar usage? you don't have that in Claude or GPT. what does that get you? \n\ni'm thinking like cars, when we put in the gas, meter doesn't show dollar usage as we drive.",
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    "text": "@chanakyaspeakss @Peace_Is_Easy 💜",
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    "text": "@tonytrinh @CommandCodeAI def!! super close to shipping one. rc coming first.",
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    "text": "Command Code outperformed every other harness on open models like DeepSeek in Composio's bench. 🐐\n\n🔹 Most accurate: Solved 18/30 tasks\n🔹 Fastest avg time per tasks: 375s\n\nBeating even DeepSeek's own harness. https://t.co/tRurRDIaX8",
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    "text": "It's the benchmark for knowledge work. @Composio has the biggest set of connectors and MCP tools out there, so this benchmark shows how @CommandCodeAI actually performs on everyday work, not just coding. For GPT 6 Astra, ranks #2.\n\nDetails here\n↳ https://t.co/5WzitgzaXt",
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    "text": "@CommandCodeAI 🐐 indeed",
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    "text": "@fareesh You can very easily set simple set of rules that will always get approved no matter what mode you are in, or you can just run it in --yolo mode and there will be no permission prompts at all\n\ncmd --yolo\n\nhttps://t.co/fKWKob65zk",
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    "text": "@jaredpalmer lol that's fun.",
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    "text": "@Rangrez_Firoz_ what a trash comment.",
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    "text": "@be_arsh let's go!!",
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    "text": "@valuefp Claude Code isn't the strongest for open models. not by a long shot. \n\nyou should probably read this https://t.co/XLxdNWep7P https://t.co/XmCt1NipaR",
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    "text": "@yarmalikAI @DavidMansaray @CommandCodeAI we don't yet. will soon. but i hear from our users that our harness can just build you one super quickly.  @fkadev did\n\nhttps://t.co/UtkACARoDt",
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    "text": "RT @MaedahBatool: Super excited to see Command Code in the top tier with speed, cost, performance, accuracy.",
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    "text": "@btsouth @CommandCodeAI @ollama @opencode 🐐 @CommandCodeAI",
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    "text": "@FoxRick01 🐐🤘",
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    "text": "@vinrambone I often write about it https://t.co/mKvxbZKZig",
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    "text": "@Jauhhhari It’s there. Check the docs. BYOK is supported all the way.",
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    "text": "@SuyashKelvin @CommandCodeAI Thanks. Reset would cost us millions. So not possible. You can upgrade though for more limits.",
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    "text": "@mihkain Thanks 🐐",
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    "text": "@luker2o 🐐",
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    "text": "@isHeSatoshi Oh glad you like it. Just getting started.",
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    "text": "@buildwithhassan This is impossible bro. I’ll personally investigate this. Can you DM me your username?\n\nWe have 50K customers. Doesn’t happen.  We are happy to investigate what happened to your account. Did you try to contact support? Unlike others we do respond.",
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    "text": "@RajanthaR @buildwithhassan Upgrade is prorated. What you pay is $1. That’s what prorates. Not the extra credits we add on top. Those credits are free and you didn’t pay for them. Stripe has no record of them. In $10 you are getting $70. Expecting another $10 on top of that is pretty much unbelievable.",
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    "text": "@poncardasm @buildwithhassan It does. Give it five mins.",
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    "text": "Qwen 3.8 Omni Flash is live in Command Code.",
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    "text": "@StoreMagnus2021 Same as official as we serve from them. @inlovewithgo",
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    "text": "@bznotes def thinking of raising a fund for that perk!!",
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    "text": "@MasonJianDev @inlovewithgo ?",
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    "text": "@elriverosmejia 🐐",
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    "text": "@inlovewithgo @MasonJianDev Announcement?",
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    "text": "@syie986847 @CompleteSkeptic @CommandCodeAI Not a text Model.",
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    "text": "@0xAsharib @CommandCodeAI Thank you!! Have fun!",
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    "text": "@muhsinlk Glad you enjoying it.",
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    "text": "@queaxtra @CommandCodeAI Plan is next week @inlovewithgo",
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    "text": "@hamzarahman_7 Glad you are enjoying it. Lots more coming your way!!",
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    "text": "@zhngshngsh49619 should be fixed now. hit another scale limit that was fixed.",
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    "text": "@Ericcc__chen should be fixed now. check.",
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    "text": "@Maaun165245 lots of good engineering making @CommandCodeAI a better option feel free to read https://t.co/zgJPifrL8e",
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    "text": "@Ericcc__chen 🐐",
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    "text": "@syie986847 @CompleteSkeptic @CommandCodeAI planning on doing something about that. @AhmadBilalDev",
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    "text": "@MaedahBatool @MasonJianDev announcement?",
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    "text": "@StoreMagnus2021 https://t.co/yFWzpWCJ5X https://t.co/ypz87lTWVV",
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    "text": "@aiglesias_ can you explain?\n\nalso what helps a lot are high quality gh issues we can feed to cmd and it can improve. \n\nhttps://t.co/jyrqf2nH3Y",
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    "text": "@zhyn_one @prayag_sonar @CommandCodeAI you can enforce ZDR for any models. https://t.co/9w1e4AL1gU",
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    "text": "@abdullahcodes it's not a text model. it's a classification model. \n\nour taste-1 model is actually quite similar to Jev. \n\nwhat's your use case?",
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    "created_at": "Sat Sep 19 06:16:26 +0000 2026",
    "text": "@RajanthaR @buildwithhassan author of the post seemed to have deleted the post, pretty sure it was a non issue, and just stripe taking its sweet 5-15 mins time checking payments. i'm gonna take it as the issue auto resolved after payment cleared.",
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    "created_at": "Sat Sep 19 06:17:11 +0000 2026",
    "text": "@KatilaMarriete @obaidnadeem_ is almost ready to ship the translation, y'all are welcomed to come help in discord https://t.co/pZrUtahAVU",
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    "text": "@DailyXplorer @CommandCodeAI funny bug @realaliarain",
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    "created_at": "Sat Sep 19 06:21:02 +0000 2026",
    "text": "@chanakyaspeakss @AseemShrey @CommandCodeAI i normally work 18-20hrs a day. i love building :) https://t.co/5TmK4tiRHB",
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    "text": "agents.md won!!",
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    "text": "@btsouth 🐐 GOAT harness and inference from @CommandCodeAI remains unbeatable.\n\nI'm glad to see the labor of love and effort we put into making this happen for months pay off.\n\nNot just speed, but accuracy and most token efficiency too. 99%+ cache hit ratios are awesome!! https://t.co/Bm56F3mnha",
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    "text": "@tango2086512 @btsouth we had a small blip as we broke 100T scale, now fixed. more capacity added. :)",
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    "text": "Command Code is fastest DeepSeek inference in the world.\n\nBetter\nFaster\nCheaper\n\nAll the work we put into tool repairs have and harness + inference engineering is paying dividends now. \n\nOur mission is to be inference-native.\n\nLet's go, GOAT 🐐",
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    "text": "@CommandCodeAI @huh_go ^this",
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    "text": "GLM-5.3 FlashX live in Command Code at ~200 TPS 🐐",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sat Sep 19 09:38:46 +0000 2026",
    "text": "@cheatyyyy @CommandCodeAI Are you not clearly breaking the terms here and reverse engineering our internal endpoints that we have specifically stated as not available on $1 plan? https://t.co/BHMu1JLlNp",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
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    "text": "@cheatyyyy @CommandCodeAI Why are you abusing the terms for $1. We give you excellent plans for $10 with API. \n\n$1 is meant only for our harness. It’s a huge loss leader. \n\nThis is why we can’t have nice things. Your actions will force us to shut down the $1 plan. \n\nStop hurting our business.",
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    "author_name": "Ahmad Awais",
    "created_at": "Sat Sep 19 10:22:06 +0000 2026",
    "text": "@faisal0x0 @cheatyyyy @CommandCodeAI It’s the $1 plan abuse. \n\nGOAT and above have API access \n\nhttps://t.co/ofIzUjIsXp",
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    "url": "https://x.com/MrAhmadAwais/status/2101260930927727075",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sat Sep 19 10:43:40 +0000 2026",
    "text": "You’re absolutely helpless. For $1 you are making whatever fake claims. Many people have explained it to you. But you’re hell bent on abusing us for $1. \n\nMajor skill issue. \n\nI don’t get why you are randomly spreading so much hate. \n\nYou clearly have no idea that classification models cannot generate text and need LLMs help. Literally written in our docs. Look at Jev. Needs to work with LLMs. Teach yourself something. \n\nAll you have to do is stop abusing our $1 plan. We will simply stop offering it if people like you continued to abuse it. \n\nTurn down your hate. Let people enjoy a good thing. Stop abusing us. \n\nIt’s unbelievable that you get so much value from us but continue to abuse and hate us. \n\nWe will absolutely do everything to safeguard our business as is our right.",
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    "text": "@Recob86 @CommandCodeAI @km_tr_ @AhmadBilalDev @MrAsharIrfan Nobody’s doing that. Use the API we provide https://t.co/ofIzUjIsXp\n\nAbusing $1 plan isn’t nice. That plan isn’t meant to be used as an API. It’s $1. For god’s sake. People are crazy.",
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    "text": "@d4d25a @cheatyyyy @CommandCodeAI We always help people fix it with support if ever got it wrong.\n\nThere’s literally an API we provide here\n\nWhy not use that?\n\nhttps://t.co/ofIzUjIsXp",
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    "author_name": "Ahmad Awais",
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    "text": "@0xHayd3n @cheatyyyy @CommandCodeAI I think asking people to not reverse engineer our internal APIs is our right. \n\nWe allow people to use our official API here \n\nhttps://t.co/ofIzUjIsXp",
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    "text": "Stop your random hate. Whatever random slop your agent generated. \n\nMeta neuro symbolic models are not LLMs and they are not text generating models. \n\nLook at Jev. It’s also not an LLM. All classification models do is classify. LLMs help generate text around it and clean the input and output. \n\nThis is literally explained in the docs. There is literally an option to select LLMs to help with taste. You are simply creating random hate here. \n\nBaseless and slop.",
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    "text": "@theo @cheatyyyy @CommandCodeAI Asking people to not reverse engineer our APIs, break ToS, and cause our business harm is bad? \n\nWe have API support in $10 GOAT plan and above. Anyone can use that. \n\nHe’s abusing our $1 plan that doesn’t have API, clearly prohibited in the terms. \n\nhttps://t.co/ofIzUjIsXp",
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    "text": "@rakeshrraja @Maaun165245 💜",
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    "created_at": "Sat Sep 19 19:58:39 +0000 2026",
    "text": "@harwind41587204 @CommandCodeAI i'm glad to see this :) \n\nwe'll continue to make it better.",
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    "author_name": "Ahmad Awais",
    "created_at": "Sat Sep 19 20:04:58 +0000 2026",
    "text": "RT @MrAhmadAwais: Command Code is fastest DeepSeek inference in the world.\n\nBetter\nFaster\nCheaper\n\nAll the work we put into tool repairs ha…",
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    "text": "@btsouth @CommandCodeAI So glad to hear that. We repair 1M tool calls of ~1T tokens. Tool call repairs consistently make working with @CommandCodeAI better, saving you tokens, keeping cache hit 99%+, and making the open models outperform closed frontier models. \n\nEng deep dive https://t.co/XLxdNWep7P",
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    "author_name": "Ahmad Awais",
    "created_at": "Sat Sep 19 20:07:51 +0000 2026",
    "text": "RT @btsouth: I owe @CommandCodeAI a shoutout.\n\nI’ve been posting a lot about how good DeepSeek V4.1 Flash is, but I’d mostly been using it…",
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    "created_at": "Sat Sep 19 20:20:09 +0000 2026",
    "text": "@istupidpreneur Thanks 🐐",
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    "author_name": "Ahmad Awais",
    "created_at": "Sat Sep 19 20:48:23 +0000 2026",
    "text": "@gabrieldecsters @CommandCodeAI Thank you for all your support.",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sat Sep 19 20:57:54 +0000 2026",
    "text": "@tango2086512 @btsouth It was for 15 mins. Check now. \n\n@MrAsharIrfan",
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    "text": "@luesmaaa @vipulgupta2048 You are exactly the type of people these bullies are hurting. We made this plan to make it globally possible to use AI for code. They want us to cancel it by abusing it for they’re trying to resell or just losing business.",
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    "created_at": "Sat Sep 19 21:01:15 +0000 2026",
    "text": "@Ghosts_HJ We do. @realaliarain",
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    "created_at": "Sat Sep 19 21:35:57 +0000 2026",
    "text": "@luker2o Thanks 🐐",
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    "text": "@gilgMesh98 @CommandCodeAI @MiniMax_AI @deepseek_ai We do a lot of good things in our harness that are not possible alone on the api inference side. \n\nAnd Yes! GOAT and above have API support use wherever you want. Just don’t do it on $1 plan. \n\nhttps://t.co/ofIzUjIsXp",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sat Sep 19 22:05:22 +0000 2026",
    "text": "@rauchg Glad to be the majority contributor here via @CommandCodeAI just four months ago these numbers were opposite. We’re proud of all the work we have done together and as the open source community!!",
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    "text": "@Lakshman2302 @rauchg @CommandCodeAI @opencode No it's not. @CommandCodeAI #1 there. 100T+ token scale. https://t.co/IPLz2VOFYc https://t.co/RLHQv3Bnkj",
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    "text": "@syie986847 @istupidpreneur https://t.co/yFWzpWCJ5X https://t.co/3hWq190APw",
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    "text": "@fkadev @SpacefastHQ @automattic Congrats my friend!!",
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    "text": "@jumperz Check out @CommandCodeAI $10 GOAT plan if you need all of them in a bag of great value too.",
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    "text": "@monthlycap @btsouth @CommandCodeAI Honestly we started as a coding agent and spend a lot of time making our CLI and Desktop most token effective. \n\nAll the tool repairs and 99%+ cache hit repairs live in the harness.",
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    "text": "We're extending $60 usage on DeepSeek V4.1 Flash in Command Code for another 8 days!! 🐐\n\n6x usage on $10/mo GOAT\n$60 usage. 154K requests. 7.8B tokens.\n\nGOAT plan is the best AI coding plan.\n\nAvailable in all plans and API.\n\n🐐",
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    "text": "@AsjadAamir Multiple accounts are against terms ToS. Please don't abuse our platform. If you need more usage, upgrade to a better plan. Send support an email, they'll unban one account so you can upgrade. You can also buy extra usage pay as you go at best prices in market with no margins.",
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    "text": "RT @mdp_sec: legit best value and speed out there for deepseek atm\n\ndouble the speed of most competitors.\n\ncache rate.... legit 99%",
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    "text": "@mdp_sec thank you, glad to have you @CommandCodeAI 🐐",
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    "text": "@yuriikadirov you bet!!",
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    "text": "@Abhi_Flex you bet!!",
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    "text": "@ahmetshbzx @CommandCodeAI please don't make multiple accounts on our platform. you can upgrade to get more usage. reach out to support and we'll enable your first account. support@commandcode.ai",
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    "text": "@monthlycap @btsouth @CommandCodeAI excited to have you onboard :)",
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    "text": "@ahmadjavaiddev @realaliarain check.",
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    "text": "@syie986847 @Laharmckenzie @istupidpreneur oh yes, free models are for people who are active subscribers or have some credits in their accounts.",
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    "text": "@muhsinlk email us\n\nsupport@commandcode.ai\n\n@MrAsharIrfan take a look please.",
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    "text": "@jytzl427 @Ericcc__chen @inlovewithgo we had a minor scale issue that was fixed within the hour. should be fine now.",
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    "text": "@hucloong @CommandCodeAI minor glitch, back in 10 mins, should be all good.",
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    "text": "@overshadowed_x @CommandCodeAI yeah we had a minor issue last night. should be all good now.",
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    "text": "@hixonchan had minor issues last night for an hour, should be all good now. report?",
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    "text": "@harwind41587204 @CommandCodeAI i think you can change that limit with --max-turns &lt;number&gt;\n\nhttps://t.co/jk7r0D61fQ",
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    "text": "@harwind41587204 @CommandCodeAI that's fine right?",
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    "text": "Thanks for flagging this. Looks like a bug, but we need more detail. \n\nRun `cmd feedback` and it'll walk you through filing an issue. If it won't run, file at https://t.co/uTH5dZu79C\n\nInclude the prompt you'd give an agent to fix this. We run `cmd` on incoming issues, so a good prompt lets it fix itself.",
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    "text": "@Ericcc__chen @inlovewithgo should be fine now.",
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    "author_name": "Ahmad Awais",
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    "text": "@Flainof @CommandCodeAI had a 15 min downtime last night. should be fine now.",
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    "text": "@SuyashKelvin @CommandCodeAI should be fine now. had 15 mins downtime last night, but fixed pretty quick. check.",
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    "text": "@Ericcc__chen should be fine now.",
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    "text": "@MaedahBatool Let's go, GOAT! 🐐",
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    "text": "@codekill3r gets the same boosted extra usage as before to $70 https://t.co/zZkE1cA2RN",
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    "text": "RT @MrAhmadAwais: We're extending $60 usage on DeepSeek V4.1 Flash in Command Code for another 8 days!! 🐐\n\n6x usage on $10/mo GOAT\n$60 usag…",
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    "text": "@DayaHimour Most definitely you can\n\nBeware of bad proxies though. We make it super easy in docs use the official provider. \n\nhttps://t.co/ofIzUjIsXp",
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    "text": "@dasedits25 Yes of course",
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    "text": "@neko23423 @grok Yes you can GOAT and above have API\n\nhttps://t.co/ofIzUjIsXp\n\nYou get way better cache and harness engineering in Command Code harness though. https://t.co/nTBgBrpwaW",
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    "text": "@Rangrez_Firoz_ Everyone uses it in different ways. We have made our estimates based on avg user. You can check this estimate calculator and plan based on your usage patterns \n\nhttps://t.co/Zd4Yy3BaMx",
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    "text": "@Shemsd15 Will def try.",
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    "text": "@Bhuti_Lloyd You can make one",
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    "text": "@shaikarbaz007 Let’s go!!",
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    "text": "@vibecodeiro /effort to configure that",
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    "text": "@a6ni right back at ya!!",
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    "text": "@ChartsJournalX We have desktop too. You can use it. \n\nGOAT and above have API you can use any where\n\nhttps://t.co/hyYEXDKmh7",
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    "author_name": "Ahmad Awais",
    "created_at": "Sun Sep 20 21:47:10 +0000 2026",
    "text": "making an interesting Jev mod for command code, anyone wants to try?",
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    "text": "@Dudechillkar What model? Using VPN? \n\n@MrAsharIrfan @inlovewithgo check please",
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    "text": "@samster @abiram028 @CommandCodeAI That’s impossible. What is potato mode? How is impacting your usage? You spent $14 of DeepSeek 4.1 in one prompt? This is literally impossible to do since how cheap it is. \n\nCan you share your username. I’m happy to personally investigate.",
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    "text": "@hongtaohu3 @CommandCodeAI @iGotYourBackMr @typesafeai @AhmadBilalDev I know we shipped it recently. Which model are you using https://t.co/hyYEXDKmh7",
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    "created_at": "Mon Sep 21 05:29:16 +0000 2026",
    "text": "@Ericcc__chen Upgrade if you need more limits. Do NOT make multiple accounts. That’s fraud and we ban such accounts for life.",
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    "text": "@AymenHayder8 It’s not a text model. How do you wanna use it",
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    "text": "@longchenai666 @CommandCodeAI Use our desktop app. Codex will waste your tokens and money and you will always have to figure odd stuff like this out. \n\nhttps://t.co/B3FzKKfafH",
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    "text": "@crypto_ninjas 🐐",
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    "text": "@jayleaton You can always but extra usage without any limits. Pay as you go!!",
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    "text": "@akashtesla Different",
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    "text": "@Beethoven779 Ask them. We got way better plans. \n\nOr simply switch to our harness for better cache and token efficiency https://t.co/5bKeVH19CD",
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    "text": "@Muhamma36383110 @CommandCodeAI When you getting GOATed!!\n\nhttps://t.co/G8S9LS5j7g",
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    "text": "@chamath Couldn’t agree more. But wait till you find out that @CommandCodeAI is the largest app on Vercel leaderboard (prob more than 80% of this chart) serving at 1 Quadrillion tokens scale with 50K paying customers in just four months after launch. 96% of usage is open models.",
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    "text": "Command Code is winning.\nMeet the coding agent built for open models.\n\n100 trillion tokens scale.\n50K paying customers.\n\nLaunched just 4 months ago, #1 on Vercel.\n\nMade open models work via tool call repairs, /design, $10 GOAT plan ($70 usage), &amp; Most token efficient harness. 🐐 https://t.co/3KSrTRZeiA",
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    "text": "RT @CommandCodeAI: Beware of reverse engineered proxy scams.\n\nLast week we caught a fraud ring that created ~40K fake accounts on our $1 Go…",
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    "text": "@khbayazidahmed @CommandCodeAI could be a false positive. reach out to support and we'll help you get your account back. making multiple accounts is against the terms. \n\nemail us happy to help\nsupport@commandcode.ai",
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    "text": "@ijeetban @CommandCodeAI Yes, if you're using Hermes with our official API provider you should be fine. GOAT and above plans can use this same API. \n\nhttps://t.co/hyYEXDKmh7",
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    "text": "@luongnv89 @CommandCodeAI just open sourced it. be careful out there. \n\nhttps://t.co/bxaMD4u8AZ",
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    "text": "@StonedCleric @CommandCodeAI entity as in org? for that we have org accounts. you can make an org account and add all the members in it. $1 Go plan is for individuals.\n\nhttps://t.co/hxrd3Q4PfX",
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    "created_at": "Mon Sep 21 20:47:25 +0000 2026",
    "text": "> the ring used unofficial reverse engineered proxies, including open source ones, to plug bulk created accounts into automated pipelines, drain the subsidy, resell it, and harvest user data along the way.  Do NOT trust unofficial proxies or providers. Even if they look clean, even when open source, they can update and turn malicious at any time.\n\nusing an unofficial proxy is like an untrusted npm pkg that can do all the above.",
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    "text": "@ShamoonGTME @ArtificialAnlys @Xiaomi @CommandCodeAI shipping live in a few mins",
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    "text": "@vinrambone helps with running agents for super long tasks. shipping today.",
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    "text": "@JosephV04824396 shipping in mins.",
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    "text": "@XiaomiMiMo Excited to ship it live in @CommandCodeAI GOAT plan.\nSame price and better models. 🐐",
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    "text": "@CommandCodeAI 6️⃣7️⃣ haha. https://t.co/NJkJhyohkG",
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    "text": "@Rosella616982 @CommandCodeAI yes eating the cost. tag @XiaomiMiMo to give us a better deal :)",
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    "text": "@_yorunoken @CommandCodeAI feel free to tag XiaomiMiMo to give us those discounts :)",
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    "text": "@sunset_evm @spacexai Grok is live -- check the docs, yet to announce.",
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    "text": "@Mario1s3 @naymur_dev",
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    "text": "@gilgMesh98 @CommandCodeAI @MiniMax_AI @Zai_org @Muse GOATed!!",
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    "text": "@btsouth let's go, GOAT!!",
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    "text": "@sayodotfun would love for you to try out @CommandCodeAI \n\n50K customers in four months. \n\nwe got a bunch novel ideas in there, especially the tool repairs layer \n\nhere's an eng deep dive\nhttps://t.co/XLxdNWep7P",
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    "text": "$67 usage of MiMo V2.6 Flash. Go nuts!! 🐐",
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    "text": "@Foshowithit you can byok and use that in @CommandCodeAI",
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    "text": "@CommandCodeAI Step into it. 🐐",
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    "text": "Launching Jev on Command Code for free today.\n\nJev x Command Code is super interesting. \n\nYou can only use Jev in headless mode or Provider API.\n\nAlso open sourced a mod \"cmd-mod-jev-nudge\"\n\nUse Jev for free to keep your agent running as long as the there's more work to do.",
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    "text": "Here's the open sourced mod for continuation nudge, have at it. mix and remix. \n\ngot the prompt from @willcb: 'Would a gentle nudge help the agent advance useful work within the user’s existing request right now?'\n\nhttps://t.co/kw8XQhNkXb",
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    "text": "@AhmadBilalDev thanks for all the help in shipping this.",
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    "text": "@AsjadAamir have you watched the video?",
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    "text": "@korv_R Let's go!!",
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    "text": "@PrexityOfficial man, windows!! @realaliarain check what's up?",
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    "text": "@CodeWithKolin read eng deep dive here https://t.co/XLxdNWep7P",
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    "text": "@samshot_01 @Foshowithit @CommandCodeAI check discord, @realaliarain",
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    "text": "@CommandCodeAI excited to check how good it is. i'm submerged into all the new open models atm :)",
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    "text": "@itsctrlaltdev right? jev the goalkeeper",
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    "text": "@GargeyaS you can ask, @CommandCodeAI it can build mods for you.",
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    "text": "@Z3nlyte /extra credits have no limits btw.",
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    "text": "@itsctrlaltdev thanks GOAT!",
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    "text": "RT @MrAhmadAwais: Launching Jev on Command Code for free today.\n\nJev x Command Code is super interesting. \n\nYou can only use Jev in headles…",
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    "text": "@yomnashousha Let's go! 👊",
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    "text": "@postentropyy free limits are 200/day and the upstream has no GPU capacity so we can't really sell more either. looking into it.",
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    "text": "@postentropyy i know. let us get the capacity for it. @AhmadBilalDev",
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    "text": "@hraness @DevinAI @zeddotdev Missing out on a couple trillion tokens you can do with @CommandCodeAI 🐐",
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    "text": "@Foshowithit @deepseek_ai @tianyi Meaning?",
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    "text": "at 100T token scale we decided to rewrite all our inference ingestion in rust. \n\nand boy has it started to payoff already. Go was a good friend. got us here. \n\nrust will take this rocket ship to the moon!! \n\n17x memory reduction is a huge win.\n\njust getting started!! https://t.co/9UrgSFytI8",
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    "text": "@overshadowed_x feel free to use the official provider from here\n\nalso btw @CommandCodeAI as a harness scores higher in benchmarks, solves more hard problems, and is much more token efficient. \n\nhttps://t.co/bxaMD4u8AZ",
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    "text": "RT @CommandCodeAI: GPT 6 Sol and Luna are live in Command Code.\n\nLuna is available on all plans and API\nE.g. in $10 GOAT plan: ~30K reqs, ~…",
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    "text": "@dwinkler_ @CommandCodeAI Unfortunately the upstream has run out of GPUs we are actively working on shipping paid capacity. \n\n@inlovewithgo @saqibameen @AhmadBilalDev",
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    "text": "@hophat2721996 Let's go! 👊",
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    "text": "@HarryStuck77 you're missing out on @CommandCodeAI 🐐\n\nmost used open models harness and inference, also most token efficient, check my profile's highlights section. \nhttps://t.co/7WWlNzUIJV",
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    "text": "opus 5.5 and deepseek 4.1 flash are impressive. 🐐",
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    "text": "@saqibameen @dwinkler_ @CommandCodeAI @inlovewithgo @AhmadBilalDev Paid limits too. Upstream has no GPUs left. Check Slack.",
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    "text": "@codermatt @hraness @DevinAI @zeddotdev @CommandCodeAI You don’t expect $100K worth of inference (1T) to be available in $10. 💁‍♂️😅",
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    "text": "@stephennfern it's not when you want every last inch of optimization.",
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    "text": "RT @MrAhmadAwais: at 100T token scale we decided to rewrite all our inference ingestion in rust. \n\nand boy has it started to payoff already…",
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    "text": "@YusufAmeri i code all day and night (sandboxed) in @CommandCodeAI with deepseek :)",
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    "text": "@lordtechytro low level wins obv :)",
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    "text": "@jkudish few days, it's pretty cheap otherwise too.",
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    "text": "@MailDispo TypeScript wins in shipping speed. Our codebase is huge. Low level optimizations even in our harness are also in rust.",
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    "text": "@trading_din0 you're misinformed. check out @CommandCodeAI Desktop https://t.co/ruWpW5IA0Y",
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    "text": "Command Code ships fast!! in last 7 days we shipped:\n\n· Mimo V2.6 Flash\n· Mimo V2.6 Pro\n· DeepSeek V4.1 Flash (ext. usage)\n· Jev (free)\n· GPT 6 Luna\n· GPT 6 Sol\n· Grok 4.7\n· Mimo V2.6 Pro Ultraspeed\n· GLM 5.3 FlashX\n· Qwen 3.8 Omni Flash\n· Opus 5.5\n· Step 5 Preview",
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    "text": "@jaredpalmer spill the beans how far you were able to push it. i got stories to tell too. lol.",
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    "created_at": "Thu Sep 24 00:42:07 +0000 2026",
    "text": "it’s 5pm and I’m taking off for the rest of day, been 6 mos since i did that. 🤘",
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    "text": "@MaedahBatool Oh man. Back to it then.",
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    "text": "@CommandCodeAI how is this model so brief and less wordy :P",
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    "text": "@Sloemo_dzn @CommandCodeAI free models are never ZDR no matter who tells you what.   it's free. they're probably learning and improving the model. what do you expect?",
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    "text": "@matheusm7353 @CommandCodeAI Appreciate your curiosity, but real businesses have real costs and constraints. You can't give us $1B and expect $2B back — as that's what your math implies. \n\nGPU capacity, and burn constraints are extremely real. We can't double everything without managing all this.",
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    "created_at": "Thu Sep 24 02:46:54 +0000 2026",
    "text": "it is beta, and might be a bug. I need you to file a bug. @realaliarain check\n\nThanks for flagging this. Looks like a bug, but we need more detail.\n\nRun `cmd feedback` and it'll walk you through filing an issue. If it won't run, file at https://t.co/uTH5dZu79C\n\nInclude the prompt you'd give an agent to fix this. We run `cmd` on incoming issues, so a good prompt lets it fix itself.",
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    "text": "@jurlycat back at it. couldn't look away lol.",
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    "created_at": "Thu Sep 24 02:49:33 +0000 2026",
    "text": "@istupidpreneur still working. shiiiiet.",
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    "text": "@JosephV04824396 you were right. i'm back at work. just put out a small fire.",
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    "text": "@seekracle @Ali_Homsi deekseep had a few hiccups today, see that? but were solved within mins. https://t.co/VeWUj8Mjxv",
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    "text": "@Ali_Homsi few upstream hiccups today, solved in mins, you must have experienced that. https://t.co/ulYLbbZD7K",
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    "text": "@MameliFilippo haha, GOAT model.",
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    "text": "@i_mika_el lol",
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    "text": "@epic18612495 don't use other harness. simple. :)\n\njk, use provider api.",
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    "text": "@bangrahmat ofc! you should do it yourself. make a mod that does that https://t.co/dRMycKSfiV\n\nif we do it, people will send us a million support reqs that we don't have time/resources to ans tbh. info is all there, ask your @CommandCodeAI to do it for you.",
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    "text": "@twirtle2 pretty good. i'm still using it to make more sense, will have a better vibe check in a week.",
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    "text": "@AdityaDtwt cgo → rust",
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    "text": "@ghosty_dev yep!",
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    "text": "@nippur6502 @MailDispo feel free to use @CommandCodeAI desktop app :)\n\nhttps://t.co/fxenoAehqH",
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    "text": "@MailDispo Skill issue. Speed trumps all else.",
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    "created_at": "Thu Sep 24 02:59:41 +0000 2026",
    "text": "@overshadowed_x @MiaAI_lab @CommandCodeAI there's no easy way to do that. will take a bunch of time. not where priority is atm. 45-55 tps atm.",
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    "text": "@Kataru864764 it already is the 🐐",
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    "text": "@ElkanahA12130 yes we're actively adding that. join discord translation channel and come help. https://t.co/pZrUtahAVU",
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    "created_at": "Thu Sep 24 03:01:05 +0000 2026",
    "text": "no idea. file a detailed support ticket explaining your setup?\n\nwe need more detail.\n\nRun `cmd feedback` and it'll walk you through filing an issue. If it won't run, file at https://t.co/uTH5dZu79C\n\nInclude the prompt you'd give an agent to fix this. We run `cmd` on incoming issues, so a good prompt lets it fix itself.",
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    "text": "@aitzazhakro20 @YusufAmeri @CommandCodeAI is super preferment and token effecient 🐐",
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    "text": "@azizemreozturkx Let's go, GOAT! 🐐",
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    "text": "@AymenHayder8 Upgrade to GOAT. $1 isn't a serious plan.",
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    "text": "@WIO0q36AHzoIyB7 @sharifshameem @code oh shoot. hahaha. well who knew i'd end up building @CommandCodeAI in coming years.",
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    "text": "@JosephV04824396 still at it lol.",
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    "created_at": "Thu Sep 24 06:15:10 +0000 2026",
    "text": "@inlovewithgo haha!! i had literally told Greg Brockman the same thing in 2020 — didn't know i'll have to build it myself in form of @CommandCodeAI \n\nhttps://t.co/JrXHPe2Q63",
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    "text": "@matteocollina do it!!",
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    "created_at": "Thu Sep 24 07:18:22 +0000 2026",
    "text": "RT @fkadev: I’m trying out the @CommandCodeAI macOS app released yesterday. It didn't have a \"Computer Use\" feature initially, so I asked i…",
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    "created_at": "Thu Sep 24 08:13:49 +0000 2026",
    "text": "RT @edwinnakamoto: My @CommandCodeAI goat plan hasn't flinched at 1.5T tokens.  Claude Pro + Opus 5.5 lasted 5 messages. Not sponsored or a…",
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    "text": "@edwinnakamoto @CommandCodeAI GOATed!! Excited to hear Edwin. Glad to see @CommandCodeAI everywhere 💜",
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    "text": "@azvibecoder @CommandCodeAI @deepaky_dev That’s what extra credits are for. Pay as much or as little you want.",
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    "text": "@deepseekailover @CommandCodeAI @deepaky_dev You can pay extra whatever amount.",
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    "text": "Command Code is #1 on Vercel Gateway.\n\nWe launched in May. First coding agent purpose built for open models. Check what happens in July/Aug in the chart below. \n\nIn Aug we launched v1 and $10 GOAT plan. \n\n53K active paying customers now. \n\nWe're just getting started.",
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    "text": "@rauchg Thank you!! \nJust getting started.",
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    "text": "@rcalintro @edwinnakamoto @CommandCodeAI we serve full weight models, but our harness and inference engine are helping open models outperform closes, while saving you so much cost. \n\neng deep dive here https://t.co/XLxdNWep7P",
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    "text": "@deepaky_dev @deepseekailover @CommandCodeAI many reasons\n1. cost\n2. cache\n3. capacity\n\ndirect deepseek has 6% VAT or openrouter 5%. \nwe don't. \n\nalso our inference has 99%+ cache hit rates, so much improvement over going direct.",
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    "text": "@marinthedev hate to say it but you're wrong. do you think by just adding a few strings we can get capacity as well? and we rung 2-3hrs of benchmarks for every model to improve the harness what about that? all tools and prompts, and even inference side improvements when it's open models.",
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    "text": "@pradanadimass some of it is on our own infra yes.",
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    "text": "@lushkant @tlakomy wonder if you used wpgulp https://t.co/B88cij5kCG",
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    "text": "@fayequepeerzade @CommandCodeAI GOATed dev on GOAT plan. \n\nWe are shipping something interesting to allow better model combinations.",
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    "text": "@OverflowAgaiiin Reset would cost us millions. 🫣",
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    "text": "@Estefeen1 GOAT plan. Not free.",
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    "text": "@DreamwovenArts @Sammy026k @CommandCodeAI Skill issue.",
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    "text": "@lushkant @tlakomy That was webpack haha",
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    "text": "@CommandCodeAI super slow. working with upstream for fix.",
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    "text": "new model, guess who?",
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    "text": "@PawelJLisowski wrong! ;)",
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    "text": "@AyoImNoah nops!",
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    "text": "@Zanmato_13 Ahh nops",
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    "text": "@idoxfin Nops",
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    "text": "@Amanm10000 You are so funny",
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    "text": "@ceasarxuu We called it GOAT for a reason.",
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    "text": "@DevinofRivia Nops",
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    "text": "@muntasimulhaque So slow but slowness is temporary",
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    "text": "@AyoImNoah Yep",
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    "text": "@umairzia700 Nops",
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    "text": "@DrMobeenx20 Nops",
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    "text": "@Guan__Qing Nops",
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    "text": "@Wade111999 We have never reduced the usage. So they’re catching up. We can easily continue to do extend.",
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    "text": "@JosephV04824396 Nops",
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    "text": "@AbionMorse @inlovewithgo wen",
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    "text": "@rakeshrraja https://t.co/nhHUH0ZPjf",
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    "text": "@ccietry_tozai Pretty sure it’s supported\n\n@AhmadBilalDev",
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    "text": "@48djds4mrtj @alexandr_wang can we have better limits for @CommandCodeAI",
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    "text": "so many fun things we’re launching next week. i’m excited like it’s a launch week of sorts.",
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    "text": "i’ve decided to remove the todo tool from Command Code. next week it’ll be gone. i don’t look at todos, models are so good now they don’t need todos either. \n\nmost our users talk to their agents like humans now, checking up on them a couple times a day. \n\nwhat do y’all think?",
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    "text": "@mdp_sec Remote control, mods hub, and a bunch of more things",
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    "text": "@aykutkardas you bet!!",
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    "text": "@doozieakshay how come?",
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    "text": "@JeudryPena28376 bet!! 🤘\n\n@saqibameen",
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    "text": "@clerkinafaso 🐐",
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    "text": "@ijeetban That’s definitely launching next week.",
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    "text": "@Armen181 @ijeetban @inlovewithgo @AhmadBilalDev see what you did there?",
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    "text": "@aykutkardas btw we’re translating @CommandCodeAI in Turkish if y’all wanna come help in discord.",
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    "text": "@windy_island_09 Point of it is to have premium models. More capacity is available as pay as you go",
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    "text": "@HafeezHaqq Close",
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    "text": "@muntasimulhaque So slow for us too, they know, new provider and free model, it is what it is.",
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    "text": "@aviahq @rakeshrraja We have never went down to $40, it’s planned as a “just in case” till we get more capacity and we will for sure get it. They went down to $15 and are now trying to play catch up with us.",
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    "text": "@linuxious @CommandCodeAI We have that internally. Why you wanna see what?",
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    "text": "@satvikxs @RaunakBhanarkar @fayequepeerzade Something with free models, the best I have seen before is 8B.",
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    "text": "@fkadev Godspeed is the closest but doesn’t have the same punch of kolay gelsin tbh",
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    "text": "@StatsWire That’s not how you look at the price. Most of the cost lives in your cache cost and your harness x inference cache hit rates. \n\nDeepSeek V4.1 Flash beats them all with @CommandCodeAI on 98-99% cache hit rates depending on your workload. https://t.co/ewzqj62vyM",
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    "text": "@ScriptedAlchemy We already have tasks that are durable and can be asked for. Todos are flaky at best and not needed.",
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    "text": "@CommandCodeAI this has to be the most asked for QoL improvement. 🐐",
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    "text": "@hatem_hosny_ @CommandCodeAI GOATed usage on GOAT plan by GOAT dev :)\n\nWelcome to @CommandCodeAI \n\nps share this in our Discord",
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    "text": "@StatsWire @CommandCodeAI happy to help. i invite you to come read all the harness x inference eng work our team's up to, to make open models awesome at coding and knowledge work. \n\nhttps://t.co/XLxdNWep7P",
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    "text": "@StatsWire @CommandCodeAI more here https://t.co/zgJPifrL8e",
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    "text": "@TheSimonHarms yep, i think it's time to save y'all 2K tokens.",
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    "text": "@YusufAmeri @CommandCodeAI we make open models awesome at coding and knowledge work @CommandCodeAI \n\ni've written extensively about our harness x inference engineering, check https://t.co/0VgMVNVJFC\nor read here https://t.co/XLxdNWep7P",
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    "text": "RT @YusufAmeri: How is this even possible? I have only used 20% of my monthly quota, so projected to reach nearly 4 billion tokens (if I ma…",
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    "text": "@gosukiwi @StatsWire @CommandCodeAI ask your @CommandCodeAI to make you a mod https://t.co/dRMycKSfiV",
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    "text": "@iamkadirul @CommandCodeAI depends on models, your usage patterns, your time of usage, peak/off-peak. \n\nhere's another users 20% usage with ~700M tokens https://t.co/GqsrfiBVBY",
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    "text": "@iamkadirul what's that? skill? you can just add yourself. or you can make a mod https://t.co/dRMycKSfiV",
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    "text": "@PrasOnWeb So to do's are only for humans, they don't they are not for agents, agents don't see them. So if a model is struggling, maybe it is your prompt or maybe you have not set up a loop correctly. Have you checked out our Jev mod? https://t.co/kw8XQhNkXb",
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    "text": "@ScriptedAlchemy headed that way :)",
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    "text": "@jasonwill101 Yeah, that's because a model doesn't really need them and toodos are only meant for humans and most models actually just kept updating humans on their updates. So we are thinking of completely removing and detaching them.",
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    "text": "@SthngClvr Yes, we will probably keep it as an optional, you will have the option to enable them and continue using them.",
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    "text": "Yeah, that's because models are too good now and to do's were meant to keep both humans and agents updated and some m new models try to save tokens and do not update you while the feed does show that the work is done. Too-dos are kind of stuck. So we are thinking of just absolutely removing them because they have become an accessory that is not really needed anymore.",
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    "text": "@_dr5w @karanjagtiani04 I'm saying that every single model has a different way of handling it, models are generally advanced enough to be able to handle them, we now have /loop /goal And there are durable tasks and cron jobs that you can set that are much more effective compared to to dos",
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    "text": "@OpulentByte It'll make them optional so you can enable them if you need them.",
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    "created_at": "Sun Sep 27 04:04:59 +0000 2026",
    "text": "@karanjagtiani04 That's what I'm talking about. The models are getting so good that they can keep track of it themselves, with a little bit of h help from our harness engineering.",
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    "text": "Permanently increasing DeepSeek V4.1 Flash usage to $60 in the $10/mo GOAT plan of Command Code. \n\nGOAT is the best plan in market for open models. \n\nHave fun y'all!! :)",
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    "text": "@ichBinHassaan you'll be able to enable it if needed. it's become pretty much useless, and only used to report to humans, models do well without it.",
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    "text": "@postentropyy @YusufAmeri @CommandCodeAI Yet another GOATed developer!!",
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    "text": "@cyxdev glad to hear. welcome to GOAT with @CommandCodeAI",
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    "text": "@andacgvn @YusufAmeri @CommandCodeAI GOATed by @CommandCodeAI",
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    "text": "@MaedahBatool @CommandCodeAI abhi to party shuru hui hai …",
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    "text": "@SatishBysany @IAmTanayOnline $1 plan is a trial, you should upgrade to $10 GOAT for better limits.",
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    "text": "@izharahmadanish @CommandCodeAI oh this is super noice. used DeepSeek for this?",
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    "text": "@AbdessamadDenn Put in $40 after GOAT in extra usage, you'll get the best value on that too.",
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    "text": "@igetduplicates you can. but claude code sucks, when used with open models, it will waste your money and tokens. \n\n@CommandCodeAI is purpose built for open models. https://t.co/o7T0qus2Ty",
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    "text": "@KayceeonTech it's a one time thing and will end soon as we hit capacity",
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    "text": "@hatem_hosny_ you bet!! 🥳",
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    "text": "RT @CommandCodeAI: We're making $60 usage on DeepSeek V4.1 Flash now permanent in Command Code GOAT.\n\nHappy Sunday!\n\n🐐",
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    "text": "@ghumaidotcom @CommandCodeAI A couple of new great models coming.",
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    "text": "@ballisarium @CommandCodeAI Oh glad to hear. We got lots of fun updates next week and more on the roadmap.",
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    "text": "@snhcyy @CommandCodeAI DeepSeek x Tool Repairs @CommandCodeAI and you have unlimited tokens.",
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    "text": "@eddyvustg @CommandCodeAI 🐐",
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    "text": "@Vishal4u738 @CommandCodeAI We have never gone down below $60. This announcement is basically us removing plans to go down. Unlike others who went to $15 then $30 then following us here.",
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    "text": "@reisi007 @CommandCodeAI We don’t. 7x usage is on many models as listed on the pricing page and docs page https://t.co/q7HGa9zdoa\n\nAnd DeepSeek is clearly listed as $60 on both.",
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    "text": "@TweetsofTejas @CommandCodeAI @grok https://t.co/KWD8WESxDp",
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    "text": "@noah_z_zhang @CommandCodeAI Bro we’ve always been offering $60 usage. Never once went down. There was a plan to, but we figured it out. Unlike oc doing $15 and then following us back to $60.",
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    "text": "@PanosVg @CommandCodeAI Both are $60. OC has known to lower it. Our harness x inference does a lot of work to keep your cache hitting 98-99% hit rates. https://t.co/V4PGCK3fxD",
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    "text": "@wkt_kow @CommandCodeAI @realaliarain why still missing",
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    "text": "@legallybrowned @CommandCodeAI Check Alt methods UPI is there.",
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    "text": "@nsi_xyz @CommandCodeAI Upgrade to GOAT. Go is just a trial. Our capacity is in the $10 plan now.",
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    "text": "@yg6888 @CommandCodeAI No such limit. Something’s wrong on your setup.",
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    "text": "@StatsWire @CommandCodeAI 🐐",
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    "text": "@33xp_ @CommandCodeAI @grok Yes. GOAT and above have API. \n$60 is from the list price. So 6x more than lab. No VAT or 5% like Lab or OpenRouter. \n\nAnd our harness tool repairs can make cache hit rates of 98-99% that make a huge difference. https://t.co/QFVOLHYqBG",
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    "text": "@AICITY112 @CommandCodeAI @grok Our tool repairs will save you cache that can translate to better and more usage. https://t.co/fG1LhhFmSU",
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    "text": "@aymanemsi @CommandCodeAI 🐐 woot woot!!",
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    "text": "@_kiyosh1 @CommandCodeAI We were $60. Never went down.\nThey were $15 and then $30 now $60. \n\nPretty easy to spot who’s copying who. 😅",
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    "text": "RT @MrAhmadAwais: Permanently increasing DeepSeek V4.1 Flash usage to $60 in the $10/mo GOAT plan of Command Code. \n\nGOAT is the best plan…",
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    "text": "@drdrz1206 todos are not used for long running workflows. harness uses them to show humans what's up. for agents we have lots of internal systems and harness eng to help models follow through.",
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    "text": "@mzainzafar90 thanks for validating",
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    "text": "@rauchg Been holding out on ACP when it comes to @CommandCodeAI as the spec feels not mature enough but been hearing good things about web connecting to cli using it. Thoughts on that since you probably added that here?",
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    "text": "@claudeai Solid!! Just shipped it live in @CommandCodeAI 🐐\n\nEarly tests are 👌\nhttps://t.co/l5U0ZXKw32",
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    "text": "Sonnet 5.5 is live in Command Code and boy it's supa fast, supa fun to use, 30% cheaper than Opus 5.5. 🐐",
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    "text": "@yummyblock @CommandCodeAI I believe we will but will have to check. @saqibameen @AhmadBilalDev",
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    "text": "@karanjagtiani04 still testing. made several mistakes, but it's supa fast.",
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    "text": "Looks like OpenAI is getting ready to launch “Dots” AI agents tomorrow.",
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    "text": "@mzainzafar90 Umm what’s the point though? \n\nLooks good.",
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    "text": "@_pi0_ Solid ship",
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    "text": "@Pepedesigner69 @vipulgupta2048 status on this? Should be shipping tomorrow as by default disabled?",
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    "text": "@Pepedesigner69 Why? Plan mode is phenomenal. And you don’t have to use it if you don’t need to.",
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    "text": "@RogerBenBest You can add more as you need.",
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    "text": "@ScriptedAlchemy @Dominus_Kelvin @CommandCodeAI Thanks for all your support Zach!! \n\nTaste is just one thing we do. There’s so much more. Plan to launch another model this week. \n\nAlso taste-1 model has many parallels to Jev — same decision &amp; classification class. Not an LLM.\n\nFeel free to to check \nhttps://t.co/FZSrXJb66o",
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    "text": "@ScriptedAlchemy @Dominus_Kelvin @CommandCodeAI Haha. Zack I know what will change this for you. We are so close to shipping sandboxes. I have a strong feeling you will be one of the first few people to do 1T tokens a month on open models with us as an individual. \n\n@saqibameen bet.",
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    "text": "Everyone else is cutting usage limits. Command Code is giving you more.\n\nWe just shipped DeepSeek V4.1 Flash Fast, and the $10 GOAT plan now comes with $60 of usage on fast model as well.\n\nHave fun slinging billions of tokens at 250-300 TPS.\n\n🐐",
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    "text": "@analogalok @OpenRouter You have to try @CommandCodeAI to find out how well it works on open models.",
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    "text": "@threepointone @badlogicgames @zoink @CommandCodeAI as well @zoink we have 160K developers using it and every week a dozen ask for it. But Figma hasn’t responded to several attempts we made to contact. Largest open models coding agent y’all are blocking.",
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    "text": "@oneabdulshakoor @CommandCodeAI make a \"cmd feedback\" and tag @inlovewithgo :)",
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    "text": "Excited to announce Remote Control in Command Code \n\nYou can now use Command Code on your phone, tablet,  or even browser starting with Telegram and Discord.\n\n· Run /rc to open your session in Telegram or Discord\n· Work from your phone and get live responses\n\n🐐 https://t.co/loVXhl2Zpa",
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    "text": "@analogalok @OpenRouter @CommandCodeAI LFG!!\n\nWe made open models so much more awesome at coding. Try DeepSeek in @CommandCodeAI \n\nDeep dive in eng here",
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    "text": "@hmmbhaskar You need to have paid credits or limits to use free models. We don’t want people abusing them as they do still cost money to us and upstream.",
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    "author_name": "Ahmad Awais",
    "created_at": "Wed Sep 30 21:43:13 +0000 2026",
    "text": "@ahmdelemam @CommandCodeAI @hatem_hosny_ That's very kind of you to say, would love your support. Feel free to make content about @CommandCodeAI :)",
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    "author": "MrAhmadAwais",
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    "created_at": "Thu Oct 01 04:14:56 +0000 2026",
    "text": "Ling 3.1 Flash is now free in Command Code.\n\n· 560B params. 25B active\n· available all plans. all subs\n\nenjoy!!\n\n🐐",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Thu Oct 01 06:38:24 +0000 2026",
    "text": "@AsjadAamir Bear with us. We have a 600+ reqs in support log. @MrAsharIrfan",
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    "text": "@FoxRick01 GOATed",
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    "text": "@WasabiNetwork Right back at ya",
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    "created_at": "Thu Oct 01 17:46:32 +0000 2026",
    "text": "@ritakozlov Congrats, noice name!!",
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    "created_at": "Thu Oct 01 19:38:24 +0000 2026",
    "text": "@GergelyOrosz lots of guess work around who this model is from is correct!! Obviously we know serving about a trillion tokens of it daily.",
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    "text": "@ayman5731 @CommandCodeAI @realaliarain",
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    "text": "@aviahq @CommandCodeAI All free models have limits. No free GPUs. 😅",
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    "text": "@CommandCodeAI @inlovewithgo Let’s go, GOAT!! 🐐 \n\nGOAT and above all plans get more.",
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    "created_at": "Thu Oct 01 20:09:07 +0000 2026",
    "text": "Command Code continues to increase usage. GOAT is the best coding plan for open models. 🐐\n\nGLM 5.3 Flash GOATed now!!",
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    "author": "MrAhmadAwais",
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    "created_at": "Thu Oct 01 21:43:39 +0000 2026",
    "text": "@ClaudeDevs Aha! @CommandCodeAI has had mods since v1 (Jul 22).\n\nWelcome to the club 🫡 Ours run on any model (closed or open)\n\nhttps://t.co/5iSk6xzVz2",
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    "created_at": "Thu Oct 01 21:48:49 +0000 2026",
    "text": "Aha! @CommandCodeAI has had mods since v1 (Jul 22).  \n\nWelcome to the club 🫡 Ours run on any model (closed or open). Mods are a great idea. Ask Command Code, it'll build the mod you want.\n\nWhat a Command Code mod can do:\n\n• add tools + slash commands\n• use Jev to decide (cmd-mod-jev-nudge)\n• block or rewrite any tool call\n• rewrite your prompts\n• add any model provider\n• swap models mid-run\n• keep the agent going until tests pass\n• invent new compaction methods\n• invent how agent loop works\n\nWe're also launching a mods hub to showcase what the community has been building with our mods api. \n\nLet's go, GOAT! 🐐",
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    "text": "Learn more about mods in docs\nhttps://t.co/dRMycKSfiV\n\nhttps://t.co/5iSk6xzVz2",
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    "text": "@clerkinafaso 🐐",
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    "text": "@Dominus_Kelvin @CommandCodeAI The underdog of this market!! 🐐",
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    "created_at": "Thu Oct 01 22:45:54 +0000 2026",
    "text": "@DrMobeenx20 @CommandCodeAI excited to feature them on the mods hub soon.",
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    "created_at": "Thu Oct 01 22:46:15 +0000 2026",
    "text": "@Lakshman2302 @CommandCodeAI we'll keep shipping novel ideas :)",
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    "text": "@Metdoyagi 🐐",
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    "text": "@JosephV04824396 @CommandCodeAI @obaidnadeem_ let's launch the mods hub.",
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    "created_at": "Fri Oct 02 01:24:06 +0000 2026",
    "text": "@clerkinafaso @GergelyOrosz glad to see you're enjoying @CommandCodeAI 🐐",
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    "created_at": "Fri Oct 02 01:24:30 +0000 2026",
    "text": "@be_arsh 🐐",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Fri Oct 02 01:31:45 +0000 2026",
    "text": "not working doesn't tell me much. need to know which version you're on and more details. \nRun `cmd feedback` and it'll walk you through filing an issue. If it won't run, file at https://t.co/uTH5dZu79C\n\nInclude the prompt you'd give an agent to fix this. We run `cmd` on incoming issues, so a good prompt lets it fix itself.\n\n@AhmadBilalDev",
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    "text": "@zenorocha interesting :)",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Fri Oct 02 01:34:03 +0000 2026",
    "text": "RT @CommandCodeAI: We're increasing GLM 5.3 Flash to $60 credits in Command Code.\n\nGet 6x usage on GOAT plan\n\n· 1M context window\n· Multimo…",
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    "text": "@mdovi303 done https://t.co/WDv4sQWIPG",
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    "text": "RT @MrAhmadAwais: Aha! @CommandCodeAI has had mods since v1 (Jul 22).  \n\nWelcome to the club 🫡 Ours run on any model (closed or open). Mods…",
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    "text": "@ai_funss You don’t. Instead you go get 7-10B tokens in $10 GOAT plan of @CommandCodeAI 🐐",
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    "text": "@AntWilson @tursodatabase @glcst congrats y'all.",
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    "text": "@glcst @kiwicopple @supabase this is awesome!! congrats y'all!",
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    "text": "@marthaelax @GergelyOrosz like a month ago https://t.co/ruWpW5IA0Y",
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    "text": "@Ericcc__chen deepseek had lots of intermittent downtime issues but were fixed after a couple of hours.",
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    "text": "@whentonn @CommandCodeAI @inlovewithgo i think it's pretty decent. i'll have to check.",
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    "text": "@bulbadyshka @CommandCodeAI make a mod if helps, check docs.",
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    "text": "@Bhuti_Lloyd @DrMobeenx20 not sure what you mean.",
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    "text": "@zecudasso lots of good harness (software) and inference (harness) engineering https://t.co/XLxdNWep7P",
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    "text": "@fayequepeerzade @CommandCodeAI already there https://t.co/6AvyehwpFA",
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    "text": "@fayequepeerzade space bunny is awesome",
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    "text": "I completely hear you on that and have considered doing the same. Also thank you for all that you do. All your work and time. \n\nI use AI extensively as you can imagine (being author of a coding agent @CommandCodeAI) but PRs seem like a broken workflow now. \n\nI’m 10x more productive reviewing my own agent’s work vs low quality PRs. Also what has delayed a bunch of things we wanna open source (eventually, we will def do it). \n\nI’ve had more success bringing trusted people into the project as collaborators but that’s a mess too at some 300 projects scale, can’t imagine what you may experience at 10x more scale. \n\nThe way we work, how we distribute software, how open source works, the ops and the workflows are all changing. And everything is becoming deeply personal and dynamic.",
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    "text": "@SurgicalCoder @CommandCodeAI LFG!!",
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    "text": "@fayequepeerzade @CommandCodeAI My DMs are slow, if private info email support@commandcode.ai if not “cmd feedback” so it goes to GitHub and also share that issue in our discord with the team.",
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    "author_name": "Ahmad Awais",
    "created_at": "Sat Oct 03 00:35:38 +0000 2026",
    "text": "my personal assistant agent built on top of Command Code harness has become so powerful this week that most everyone on the team has started to see its impact. \n\nthe best part about it is the recursive self improvement loop, i consistently remove its road blocks, that’s what my job is as a human. \n\ni don’t build it. it builds itself. it learns what i prefer and just stays out of my way. my emails, follow ups, dashboards, meetings, it’s building and then rebuilding context and workflows in ways i’d never would’ve thought of. \n\ni judge it based on how many “aha moments” i get daily, and lately almost every other hour it’s seeing me say “you did what? how did you know, walk me through how you figured this is what i needed”. \n\nit’s so deeply personal that i’m not sure how to share it with y’all. this was such an underdog project and completely ignored it this year or so and now it’s starting to pay dividends. \n\nis that something you wanna see?",
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    "text": "@CommandCodeAI harness is transport agnostic and can work anywhere in your modem, raspberry pi, old android watch, literally anywhere. \n\neverything is mod for it and it can self adapt to the environment to build itself a niche skin of sorts which can also be called a harness. \n\nAnd it’s started as a coding agent but can do most everything coz it’s soo so good at building things.",
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    "created_at": "Sat Oct 03 00:56:16 +0000 2026",
    "text": "@clerkinafaso curious how would you use it?",
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    "text": "@mecyazi @AhmadBilalDev @inlovewithgo let’s go!!",
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    "text": "@mecyazi @AhmadBilalDev @inlovewithgo Make a gh issue super easy to do. I remember @vipulgupta2048 was working on that.",
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    "text": "@mecyazi @AhmadBilalDev @inlovewithgo @vipulgupta2048 Have tried /loop?",
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    "text": "RT @MrAhmadAwais: my personal assistant agent built on top of Command Code harness has become so powerful this week that most everyone on t…",
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    "created_at": "Sat Oct 03 03:55:39 +0000 2026",
    "text": "@mecyazi @AhmadBilalDev @inlovewithgo @vipulgupta2048 check https://t.co/Ed5pgTmfm1",
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    "author_name": "Ahmad Awais",
    "created_at": "Sat Oct 03 04:09:15 +0000 2026",
    "text": "building with hardware harness x Command Code is so much fun, thanks to @Autonomous_labs for sending one. so cool [╹ -╹] https://t.co/kVizg09Hfz",
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    "text": "@ikuznetsov_com @autonomous_labs That’s from their site. Hardware is all customizable.",
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    "author_name": "Ahmad Awais",
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    "text": "This thing reinvents itself with every interaction. I wrote it in TypeScript. But allowed it to change its nature as needed. \n\nSince then it has moved between so many different languages. It was Go the other day using cgo. A colleague mentioned so I think it tried. \n\nNow I was looking at its code most of it is rust. I asked why and it explained some reasoning and while explaining it started writing a lua + C driver. \n\nKnows no bounds. I have never experienced something so different. All I do is unblock it from things. \n\nit feels like a living thing.",
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    "text": "@BraydenWilmoth @thomas_ankcorn @nevikashah Lol i built this exactly a week ago. Now just gonna use this.",
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    "text": "@bradvin I see a lot of tests and I don’t think it’s been cleaning things since i forbid deleting anything to be able to see the history of how it grows.",
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    "text": "@SarmadBytes i’m unsure what part of this is product and what is personal software useful only to me. but will share more soon.",
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    "text": "@thecountrox https://t.co/v7gxxvPQFo",
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    "text": "@iamalifawad Nops.",
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    "text": "@AbdullahSh92729 Same here. I have never used them. \n\nBut this thing we call project R is good at automatically finding such usecases for me.",
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    "text": "@Abhi_Flex def plan to share this project R!",
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    "text": "@CommandCodeAI So useful for working with multiple projects in a session.",
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    "text": "@Key1k12024 @CommandCodeAI Soon as next week",
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    "text": "@threepointone See ya there!!",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sun Oct 04 15:58:00 +0000 2026",
    "text": "labs cut prices 50% this week. open models did that.\n\nfwiw we're one of the largest buyers of open model tokens on the planet. every cut makes the GOAT plan even more unfair. 🐐",
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    "text": "everyone's benchmarking new models on 3D games again.\n\nwe did flappy bench last month so i'm not innocent lol\n\nbut the bench i actually care about is tokens burned per real fix in a real repo. that's why we built TEF bench.",
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    "text": "full TEF bench here: https://t.co/5dXgPS7uAd",
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    "text": "@pwguler open models cutting margins of closed labs.",
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    "text": "@aymanemsi GOATed!!",
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    "text": "@vkpdeveloper “One of a few” 130T tokens scale in five months after launch, you can do the growth math and where this compound effect will take us next.",
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    "text": "@CommanderROR9 What harness are you using? What models? We prioritize latest models over old ones. \n\nLast I checked it was like this. We do a lot of amazing stuff at harness and inference level to make @CommandCodeAI most efficient at accuracy and token spend. https://t.co/m3DoLVlcQP",
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    "text": "@CommanderROR9 @redyfx Explain your usage patterns happy to check",
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    "text": "@ikuznetsov_com 🔥",
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    "text": "@mustansar8sport 🐐",
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    "text": "@Thom_K_NL @matthewcp @Cloudflare They all do after the last week and what’s coming next at @Cloudflare connect @threepointone",
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    "text": "@ItsmeAjayKV try out @CommandCodeAI 🐐",
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    "text": "@samjulien @CopilotKit Congrats man!!",
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    "author_name": "Ahmad Awais",
    "created_at": "Sun Oct 04 21:04:00 +0000 2026",
    "text": "two types of developers in 2026\n\n1. ai is taking my job\n2. ai is doing my job and i'm shipping 3 more\n\nbe type 2. wbu?",
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    "text": "@seekracle @CommanderROR9 @CommandCodeAI Try @CommandCodeAI DeepSeek 4.1 Flash Fast. We have recurring promises from upstream on speed fixes 100 TPS now but fast is 250-300TPS.",
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    "text": "Well there you go. Hermes is wasting your tokens. Also we have $20 of Muse Spark in GOAT. No discounts from Meta just double the burn. \n\nMuse spark cache fine your setup has some problem. When you use our API you are responsible for managing the cache (hermes in this case)\n\nhttps://t.co/5Gjvmq4Qhv",
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    "text": "@bytenaija GOATed!!",
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    "text": "@leeko831239 @CommandCodeAI Most models are by default ZDR. Like DeepSeek is ZDR by default $60 usage, Kimi and Mimo as well. All these models are ZDR default.",
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    "text": "my code is on Mars because someone open sourced their framework and let a random 20-something kid contribute to it.\n\nyou give first, and it ends up in places you never imagined. open models are that, for intelligence.\n\nopen source is changing though. a lot of maintainers are shutting down PRs and rethinking all of it.\n\nbumpy ride right now, but i'm sure the open community figures this out. we're working on how to do open source well too. more of our open source work shipping this week.",
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    "text": "@SourceCodeplz We did both tbh.",
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    "text": "Excited to launch Agr, an open decision model by Command Code, best in class on tool-calls and code-task routing decisions.",
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    "text": "@deildo_jr Let's go! 👊",
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    "text": "@aymanemsi thank you :)",
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    "text": "@CommandCodeAI Super excited to launch our first open models family. More to come. A few smart folks have already figured this out the word \"Agr\" (اگر) in Urdu means \"if\". This model probabilistically replaces \"if\" with smart decision.",
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    "text": "RT @CommandCodeAI: Introducing Agr, an open decision model by Command Code.\n\n· Agr (31B) and Agr-flash (360M)\n· 58.15 on Decision Index 0.2…",
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    "text": "@MaedahBatool Suuuuuuper excited about this one. People have no idea what we’re cooking next.",
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    "text": "@inlovewithgo @CommandCodeAI https://t.co/RsbxGq8POg",
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    "text": "@dezo_v2 @CommandCodeAI Oh! Thanks for sharing. Have them reach out to support@commandcode.ai \n\n@MrAsharIrfan please otl and investigate this? Isolated incident or not.",
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    "text": "@MishaLaskin Congrats on the launch. Planning to ship it in @CommandCodeAI",
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    "text": "@CommandCodeAI ACP 🐐",
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    "text": "@MistralAI @kennethrohde Haha congrats! jokes apart, shipping it in @CommandCodeAI 🐐",
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    "author_name": "Ahmad Awais",
    "created_at": "Tue Oct 06 15:04:01 +0000 2026",
    "text": "a closed model can be deprecated on a tuesday. new pricing, new rate limits, new \"safety\" tune that breaks your prompts.\n\nopen weights you download today still run exactly the same in 10 years.\n\nbuild on what can't be taken away from you.",
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    "text": "@PreslavMihaylov Open models are already there. Using a bad harness and inference won’t help you find out how good open models are.",
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    "text": "@ChanduThota Finally. Thank you.",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Tue Oct 06 16:53:35 +0000 2026",
    "text": "@sickdotdev This would be 6x more in @CommandCodeAI 🐐 just saying 🤘",
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    "url": "https://x.com/MrAhmadAwais/status/2107518919045190114",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
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    "text": "we’re building Costco for AI tokens. \n\nit’s called @CommandCodeAI \n\nabundance of tokens everyone would depend on. i love costco. \n\nfree models: the free samples\n\n$1 Go plan: the $1.5 hot dog\n\n$10 GOAT plan: the 48-models-pack. $60-70 of AI credits.\n\n🐐",
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    "text": "@PreslavMihaylov i have access to a future open model (not released yet) that very much matches Opus 5.5 quality for some if not most of my routine work. \n\nPrevious versions of Opus have already been bested by the likes of DeepSeek and GLM.",
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    "author_name": "Ahmad Awais",
    "created_at": "Tue Oct 06 17:15:55 +0000 2026",
    "text": "@kennethrohde @CommandCodeAI V1. V2 isn’t ready for prod. I find both bit of a regression.",
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    "text": "@HiroDXB It’s the same API.",
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    "text": "@leeko831239 @whentonn @erbaa_e @CommandCodeAI Bruh read what I wrote? It’s ZDR by default. You don’t need to enforce ZDR on this. The doc you’re highlighting doesn’t apply here.",
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    "text": "@erbaa_e @leeko831239 @CommandCodeAI https://t.co/FeyzgyS2yq",
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    "text": "@oknwook @CommandCodeAI Thank you.",
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    "text": "@vikasdfghjl @sickdotdev @CommandCodeAI GOATed!!",
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    "text": "@vibecodeiro Yes you can simply download it in your computer or deploy on a capable GPU.",
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    "text": "@toil_dev Clef is new came after our bench run. Check the deets.",
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    "text": "@Jimosax @inlovewithgo wen?",
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    "text": "@nazmulpcc Will open source when we get time. Small team 20hr work days. No time for extra stuff. Managing 50k customers and 100T tokens is eating up all our time. We just launched an open model Agr. It’s not like we are not contributing.",
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    "text": "@0x_engr When we get time tbh.",
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    "text": "@lordtechytro Thank you.",
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    "text": "@CommandCodeAI Le Chonk is here. https://t.co/WimhUteRLO",
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    "text": "Le Chonk is here.",
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    "text": "@anon_faded @CommandCodeAI We are actively working on this. Upstream DeepSeek is probably prepping for a new model launch. This should start getting better soon.",
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    "text": "@seekracle @anon_faded @CommandCodeAI Fast model has no such issue? Can you share times and username. Can check for you.",
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    "text": "@aviahq @CommandCodeAI Full weight models always have the best quality they can offer. Our tool call repairs improve them even further. Which harness are you using? If you use a 3rd party harness and have issues I can assure you it’s that harness causing problems.",
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    "text": "@nazmulpcc We have API, json, and now RPC along with ACP. Also mods are super powerful ways to customize \n\nWe are building and soon launching the mobile app too. \nhttps://t.co/dRMycKSfiV",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Wed Oct 07 15:18:54 +0000 2026",
    "text": "@CommandCodeAI Cook in the cloud!! Running open models in a cloud sandbox makes it easy to experiment without babysitting your agents.",
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    "author": "MrAhmadAwais",
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    "created_at": "Wed Oct 07 15:24:24 +0000 2026",
    "text": "Command Code Cloud (sandboxes) are here!\n\n$ cmd --cloud\n· Run open models in Cloud VMs \n· Zero babysitting your agents/prs\n· No permissions mode needed\n· Get PRs on your GitHub repo\n\nRun Command Code in the cloud instead of on your computer. It is the same interface you use locally, with the agent working against your GitHub repo on its own branch. When there is something to review, it opens a draft pull request. Close your laptop and the task keeps going.",
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    "text": "Get started by running:\n$ cmd --cloud\n\nRead the docs here\nhttps://t.co/PHdUdXW8JL",
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    "text": "@inlovewithgo Sooo good!!",
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    "text": "@AbdullahSh92729 @CommandCodeAI Yep cron and web mobile sync is next.",
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    "text": "@postentropyy @CommandCodeAI Haha. Let’s go!!",
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    "text": "@postentropyy @CommandCodeAI Per second billing \n\nhttps://t.co/ZC0SN4QA6D",
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    "text": "@plumj_am @CommandCodeAI VPS won’t have isolation and security of sandboxes. \n\nWe have per second billing, you won’t have it running 8hrs a day in most cases.",
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    "text": "i've watched this movie before.\n\nlinux vs unix. wordpress vs every cms with a sales team. node vs the enterprise java stack.\n\nopen didn't win because it was better on day one. it won because everyone could make it better.\n\nopen models are on the same path. same ending.",
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    "text": "@claudeai Solid ship. Shipped live in @CommandCodeAI today!! 🐐",
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    "text": "@inlovewithgo soo so cool man!! \n\nall the Command Code vibe in there!! :)",
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    "text": "@CommandCodeAI Haiku got GOATed!!",
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    "text": "that's not a given. open source on the app side is changing a lot. what's the purpose of open source when you don't plan to accept PRs? makes you think?\n\nalso open source from the get go vs later deciding to go open source are two very different arguments. we're on the doing the latter. takes a lot  more time and energy a small team doesn't have. so not a very high priority business wise.\n\nit's my personal priority though so i'm sure it will happen. it's hard to pin down the time and energy it will take. so far, with 50K+ customers and a dozen engineers, we're doing everything we can. as we grow the team we'll get to do more. \n\nhopefully soon :)",
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    "text": "@bradvin right? and we're helping make that happen with @CommandCodeAI",
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    "text": "@wongmjane Umm what?",
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    "text": "@film_girl 1) What.",
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    "text": "@film_girl models won't ever have a moral status. 🤦‍♂️",
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    "text": "@ivanburazin So many parallels between you folks and @CommandCodeAI we pivoted around 450K ARR and crossed $5M in a few months. 10x that soon. 🐐",
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    "text": "a $200/mo AI plan is a rounding error in SF.\n\nit's a month's rent for a lot of developers around the world.\n\nopen models are how the next million developers get to build. that's why we're obsessed with cheap tokens at Command Code.",
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    "text": "@dusangran we repair open models @CommandCodeAI and make them awesome at coding, 100x cheaper at scale. \n\nDeepSeek and GLM both work great. Check it out.",
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    "text": "@tariqmustafa 🐐",
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    "text": "@Ubendev 🐐",
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    "text": "believe me, we're actively working on this, it's a capacity issue, increased usage led to tens of thousands of more customers. it takes time to bring more GPUs and 2-3x more capacity online. can't snap a finger to buy more. it's the world we live in. issue exists in one or two peak hours. we're hoping to have a fix for this next week (instead of reducing usage).",
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    "created_at": "Fri Oct 09 07:30:47 +0000 2026",
    "text": "@Tajjz122 Let's go, GOAT! 🐐",
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    "created_at": "Fri Oct 09 07:36:25 +0000 2026",
    "text": "@shaiknasir @StepFun_ai @OpenRouter @opencode @cline @NousResearch @kilocode @CommandCodeAI it's live",
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    "text": "@drsajjadmahmood @StepFun_ai @OpenRouter @opencode @cline @NousResearch @kilocode shipped in @CommandCodeAI",
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    "text": "@MasonJianDev @AhmadBilalDev check?",
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    "text": "@sirshibaninja Let's go! 👊",
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    "text": "@nit33sh @CommandCodeAI post on discord and gh?\n\n@realaliarain",
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    "text": "@obitopper cmd cloud list                                       \n\n# list your sessions, newest first",
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    "created_at": "Fri Oct 09 07:43:28 +0000 2026",
    "text": "@naumowf @CommandCodeAI read the docs, it's all very clearly written in the usage limits section https://t.co/EAz3JR9vBm",
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    "created_at": "Fri Oct 09 07:43:52 +0000 2026",
    "text": "@PreslavMihaylov mix of a few and some of our own :)",
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    "text": "@plumj_am @CommandCodeAI vps and sandboxes serve different purposes. you're not being stopped in any way from setting up a vps. you can always do that. i don't see the point you're trying to make here.",
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    "text": "@Dominus_Kelvin @CommandCodeAI GOAT plan isn't meant for closed models. It's meant for open models usage. We can't do anything to improve GPT models inference since it's a closed  model.",
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    "text": "@Dominus_Kelvin @CommandCodeAI DeepSeek, GLM, both really good. I'm using DeepSeek 4.1 Flash Fast a lot lately.",
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    "text": "@deno_land @kennethrohde Congrats, huge!!",
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    "text": "97.8% of US households don’t pay for AI. (a16z)\n\nAI is priced for SF. this needs to change!\n\nAt Command Code, we’re building frontier intelligence for the other 97.8%. We started with developers. Next up is work, education, and daily life.\n\n50K+ paying customers already. https://t.co/ufn4zf1uOp",
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    "text": "@rough__sea congrats, ryan!",
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    "text": "closed models get better when one lab decides to ship.\n\nopen models get better every time anyone touches them. a quant here, a fine-tune there, a new inference trick from someone's weekend project.\n\none roadmap vs a million. i know which one i'm betting on.",
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    "text": "@CommandCodeAI this team ships!!",
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    "text": "@Vishal4u738 @CommandCodeAI it's beta. feel free to send feedback in discord or via /feedback we're actively improving it daily. \n\nwhat can we improve? @realaliarain",
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    "text": "@pwguler and that's fine.",
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    "text": "@mzainzafar90 i use both. we make open models better or comparable to closed, and i believe we'll catch up frontier wise on open.",
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    "text": "@tarpagad more languages coming next :)",
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    "text": "@drsajjadmahmood it's already the best plan in the world, we're cooking big new things :)",
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    "text": "@vkpdeveloper they don't have 200B rev :P",
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    "text": "@pacote__ that's why @CommandCodeAI",
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    "text": "@Mrhira @CommandCodeAI GOATed!!",
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    "text": "@weeksevenss appreciate the kind words. cooking a lot more.",
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    "text": "@etsarkov No it doesn't. We've made open models comparable to Claude/GPT and 100x cheaper. Running twice or thrice won't even make the savings disappear.",
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    "text": "@cmxgne team's working over time on this.",
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    "text": "i want y'all to have AI tokens available like electricity, cheap, abundant, and oh frontier quality. with Command Code we're striving to build that future for everyone, globally. \n\nit will take a whole lot more than what we do now to get there, we're growing, hiring, renting, buying more GPUs, and building all interfaces, cli, desktop, cloud, extension, mobile apps, api.\n\ni want AI tokens to be like electricity for y'all. cheap, abundant, and frontier quality.\n\nthat's what we're building with Command Code, for everyone, everywhere. for billions of people globally.\n\nit'll take a lot more than what we do today. so we're growing the team, renting, and soon buying more GPUs, and shipping every interface: cli, desktop, cloud, extension, mobile, api.\n\nwe want everyone to have access to frontier intelligence at 100x cheaper cost. and in max 12 mos from now, we'll achieve that. this is a big deal.",
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    "text": "@threepointone they also acquired partykit, did you hear :P",
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    "text": "@Key1k12024 @CommandCodeAI @realaliarain missed?",
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    "text": "@Malik_A_L @CommandCodeAI Closed models, we can’t do anything.",
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    "text": "Under the weather but ship must happen: Command Code this week:\n\n· Agr, our first open decision model\n· Cloud sandboxes \n· ACP support\n· SF Tech Week event:\n· Claude Haiku 5.5 (2x in GOAT)\n· Mistral Large 4 (4x in GOAT)\n· Glyph Cluster (FREE model)\n· Hooks (feature demo)\n\n🐐",
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    "text": "@CommandCodeAI @inlovewithgo Did we do a ship week without knowing we were shipping daily 🤘",
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    "text": "@BhaaratKrishnan @CommandCodeAI How you using it",
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    "text": "@darkstalwart It’s cheaper than AI tokens.",
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    "text": "@NaderLikeLadder So fun",
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    "text": "@fkadev Pretty sure Agr flash beats it locally especially for code use cases\n\nhttps://t.co/6Qs4NVKUbj",
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    "text": "@SOTAwives @MilksandMatcha @vivianmshen Can’t wait to watch. SOTA name!!",
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    "text": "@unleashd7521991 All plans above GOAT include GOAT + more usage based on the plan and model limits.",
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    "text": "@thecountrox model repairs make it happen https://t.co/XLxdNWep7P",
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    "text": "@Vishal4u738 @CommandCodeAI @realaliarain how long ago was that? can you link me to it?",
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    "text": "@ramendik full weights all the way. \n\nall limits are listed in docs https://t.co/ArRb1X0QEh",
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    "text": "@Mattyoubenett both cost of electricity and tokens will go down in the next two years. :)",
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    "text": "@wheresryan22 sublime execution here!! built one with @CommandCodeAI and deeply impressed.",
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    "text": "@CommandCodeAI CLI, Desktop, and now Extension. \n\nwhat should we ship next?",
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    "text": "Today, we're launching Command Code extension for VS Code and Cursor. \n\nNow available as a CLI, Desktop App, and Extension. \n\nWeb and mobile are next! :) https://t.co/xwyZaHgBzQ",
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    "text": "Get it from the VS Code marketplace (also coming to OpenVSX). \n\nSite:\nhttps://t.co/gNt31hsKFd\n\nDocs: \nhttps://t.co/VaG3f9qZFJ\n\nMarketplace:\nhttps://t.co/D49RClWoyG",
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    "text": "@icanberk Oh boy this is fun",
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    "text": "Tomorrow we are gonna do the unthinkable. 🐐",
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    "text": "@finkd fast progress, solid model! shipped live in @CommandCodeAI today 🐐",
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    "text": "@alexandr_wang meta's cooking fast. shipped live in @CommandCodeAI today 🐐",
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    "text": "@CommandCodeAI meta's cooking fast.",
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    "text": "@aymanemsi @CommandCodeAI expensive model",
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    "text": "@threepointone Ben Affleck using DOs would be 🔥",
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    "text": "@martin_casado true! but do you see a way to fix this?",
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    "created_at": "Tue Oct 13 08:34:57 +0000 2026",
    "text": "@StonedCleric muse has been like this, it's mostly on their end with closed models but @inlovewithgo @AhmadBilalDev check.",
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    "text": "@thecountrox lol it's the other way around.",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Tue Oct 13 14:26:32 +0000 2026",
    "text": "something's wrong with your setup. that's not what it looks like for us. and we need more details to help you. \n\nRun `cmd feedback` and it'll walk you through filing an issue. If it won't run, file at https://t.co/uTH5dZu79C\n\nWe need repro of your setup. \nWhich harness? Configured how?",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Tue Oct 13 15:03:59 +0000 2026",
    "text": "Let's do the unthinkable. \n\n$10 GOAT → $100 credits that's 10x!!\n\nDeepSeek V4.1 Flash now gets $100 usage, next 3 days.\n\nAfter that, we're increasing it to $80. \n\nThere's more tomorrow.\n\nLet's go, GOAT! 🐐",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Tue Oct 13 15:04:26 +0000 2026",
    "text": "Just announced. Enjoy y'all. \n\nhttps://t.co/XTamzVSPzR",
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    "text": "@inlovewithgo abhi to party shuru hui hai",
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    "text": "@clerkinafaso called it GOAT for a reason",
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    "text": "@CommandCodeAI GOAT for a reason!!\n\nwe got more coming tomorrow :)\n\nhttps://t.co/ZWYS8g5RCy",
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    "text": "@JoJohansee @CommandCodeAI all fine here, which harness are you using? some 3rd party harnesses can cause problems, feel free to check your setup, could be isolated to you.",
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    "text": "@UmarN91 @CommandCodeAI Caching on API is dependent on the client/harness you use. Fix your harness and it'll fix the cache. \n\nOr simply use a better harness @CommandCodeAI does 98-99% cache hit rates on several trillion tokens daily.",
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    "text": "@akashtesla @CommandCodeAI https://t.co/HaBLs4pNiL",
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    "text": "@__ruubiii @CommandCodeAI 98-99% cache hit rates on trillions of tokens daily. use @CommandCodeAI harness to get the best results. \n\nMuse isn't open source afaik so whatever cache their inference provides we keep it harness side.",
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    "text": "@huamingzui @CommandCodeAI correct reaction!",
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    "text": "@tan_stack @tannerlinsley Congrats!!",
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    "text": "@tradersaban @CommandCodeAI Full weights.",
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    "text": "@Y4ZE4D @CommandCodeAI Full weights",
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    "text": "RT @MrAhmadAwais: Let's do the unthinkable. \n\n$10 GOAT → $100 credits that's 10x!!\n\nDeepSeek V4.1 Flash now gets $100 usage, next 3 days.…",
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    "text": "RT @CommandCodeAI: DeepSeek V4.1 Flash now has $100 usage, next 3 days.\n\n$10 GOAT → $100 credits.\n\nAfter that, we're increasing it to $80.…",
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    "text": "@kaka_ruto You can subscribe to @CommandCodeAI for $100 worth of DeepSeek in $10 GOAT plan. Founder here, our harness and inference has some of the best tool call and cache repairs. Check why https://t.co/KWD8WESxDp",
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    "text": "@oliverjumpertz You gotta try open models with @CommandCodeAI and do 10x more work.",
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    "text": "@kaka_ruto @CommandCodeAI let's go!!",
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    "text": "@lordtechytro let's goo!!",
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    "text": "there you have it, you're not using @CommandCodeAI harness, a 3rd party harness when used with our API a can cause problems that are outside of our control. feel to use @CommandCodeAI harness for the best results.   \n\nalso do post on gh issues a repro of how you use it, if there's anything we can do to fix we will, but reality is that a client that's built for claude/gpt will always ignore all the things we do to make open models work the best.",
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    "text": "@OipsAnthony @CommandCodeAI DeepSeek is by default ZDR. You don't need to do anything. You get all of it on ZDR.",
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    "text": "@bradvin posted :)",
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    "text": "@henriquebaita flash, fast variant is $60 again best value and token efficiency on the market.",
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    "text": "@cnst_vrbl All models we serve are full weights.",
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    "text": "@techjojo_ yes $80 after that.",
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    "text": "@mihkain Let's go, GOAT! 🐐",
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    "created_at": "Wed Oct 14 02:39:43 +0000 2026",
    "text": "@yuhasbeentaken you might wanna try @CommandCodeAI with tool call and cache repairs, also $100 usage in $10.\n\nhttps://t.co/pCGBtLwPcC",
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    "text": "@yuhasbeentaken @CommandCodeAI feel free to read more eng deep dive here\nhttps://t.co/XLxdNWep7P",
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    "text": "Let's do the unthinkable day 2.\n\n$10 GOAT → $100 credits that's 10x!!\n\nFor 3 days:\nDay 2: GLM 5.3 Flash now gets $100 usage\nDay 1: DeepSeek V4.1 Flash now gets $100 usage\n\nAfter that, we're increasing both to $80 from $60.\n\nThere's more tomorrow.\n\nLet's go, GOAT! 🐐",
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    "text": "@CommandCodeAI Day 1: $100 DeepSeek V4.1 Flash\nDay 2: $100 GLM 5.3 Flash\nDay 3: …\n\nhttps://t.co/69QQnS4dwc",
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    "text": "@hakimieiqbal @CommandCodeAI best deal on the planet 🐐",
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    "text": "@IndependAI @CommandCodeAI it's live yep",
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    "text": "@ArvaidasRe47660 @CommandCodeAI All above plans include GOAT + their extra usage. So everyone gets more.",
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    "text": "@BrahmingWu we can't optimize anything when it comes to closed models, that's why open models will continue to win.",
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    "text": "@_SultanU_ tbh we can't do much on closed models, we have zero control there, closed models are priced however they want.",
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    "text": "RT @CommandCodeAI: GLM 5.3 Flash now gets $100 usage, next 3 days.\n\n$100 usage for $10 on GOAT plan.\n\nAfter that, we're increasing it to $8…",
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    "text": "@ZoneFei @CommandCodeAI no idea what you mean. it's a coding agent, and it does support pdfs in a deterministic way. i don't think you're using our harness @CommandCodeAI you should try.",
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    "text": "Let's do the unthinkable day 3.\n\n$10 GOAT → $100 credits that's 10x!!\n\nDay 3: Ling 3.1 Flash gets $100 usage permanently\n\nDay 2: GLM 5.3 Flash now gets $100 usage\n\nDay 1: DeepSeek V4.1 Flash now gets $100 usage\n\nLet's go, GOAT! 🐐",
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    "text": "I'm speaking at Vercel Ship in SF today. \n\nHow we built ⌘ Command Code, one the most used coding agents purpose built for open models. https://t.co/8he9y4J3na",
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    "text": "@Velcrafting Thanks for sharing. Glad to have you in our corner.",
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    "text": "@Premsai_2030 lots efficiency in our harness and inference layer. check my highlights.",
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    "text": "@MartinM91217805 upgrade plan :)",
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    "text": "@itsjanonx no we're not, we've been repairing models, improving their efficiency, our harness and inference stack help us drive the gains here.",
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    "text": "@kintsink that day is here",
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    "text": "@Vishal4u738 Ling is obv not as great as other open models.",
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    "text": "@UddipanBarman Full weights.",
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    "text": "@eastdakota that's so bad. \n\ni'm in. time &amp; place?",
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    "text": "@AndrewDai congrats!!",
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    "text": "@martin_casado Pretty sure a variant of this has been happening for a while.",
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    "text": "@deepseek_ai LFG!! DeepSeek V4.1 Flash 1017 is live @CommandCodeAI under the same old alias. 🐐",
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    "author_name": "Ahmad Awais",
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    "text": "deepseek v4.1 flash 1017 beats opus 5 on deepswe. 77.0 vs 74.0. and it's live in Command Code. \n\nfor about 20 cents a task. new pareto dominance on cost and perf.\n\nopus still wins on hle and terminal-bench. but this is a flash model doing this for pennies. 100 times cheaper.\n\nopen models are coming for your token bill.",
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    "text": "New DeepSeek V4.1 Flash 1017 is ~60x cheaper than Opus 5 while beating it on DeepSWE v1.1 ~3pts.\n\nLive in Command Code. 🐐\n\nNew DeepSeek V4.1 Flash 1017 is also 2-2.5x cheaper than DeepSeek V4.1 Flash.\n\nOpus 5 is ~2.5 month old.\n\nIn less that three months, DeepSeek Flash model, beat Claude Opus 5 on performance which being 60x cheaper. \n\nYou see where this is headed?",
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    "text": "@m0nle0z per task and overall are two very different metrics. at scale of trillions of tokens we see deepseek being more than 100x cheaper.",
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    "text": "@rizkycoder yep, but gradually. give it a few days.",
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    "text": "@vijey4352 it is, but give it a few days to fully roll over.",
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    "text": "@Vishal4u738 i personally don't find it better",
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    "text": "@gilgMesh98 same model ID, live on fast variant, working on making live on other slugs, it's a gradual release. give it a few hours.",
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    "text": "@SuyashKelvin @deepseek_ai weeks :)",
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    "text": "@BeatAPIio price didn't change, the cost of doing work did.",
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    "text": "@jisaku0_ Go yep but GOAT has massive usage credits.",
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    "text": "@igetduplicates why are you wasting your time and money by trying to use Claude Code for open models?\n\nUse @CommandCodeAI as a harness. https://t.co/FhdLx6F0U7",
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    "text": "@theCTO welcome to @CommandCodeAI",
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    "text": "@inlovewithgo Fun fun fun.",
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    "text": "@reflection_ai Glad to have contributed like half of that via @CommandCodeAI",
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    "text": "@louisma__ @gilgMesh98 we'll announce it live when it's fully deployed. as you can imagine, it doesn't help that they launched it midnight of Friday, and half the team's traveling. also takes time to optimize, benchmark all of it. bear with us.",
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    "text": "@zahidul_islam termux has always worked.",
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    "text": "@zahidul_islam LFG!!",
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    "text": "@Taitai3070 i mean if you want more usage, best support, community, better harness you know @CommandCodeAI's got your back :) https://t.co/1dqayCEWPw",
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    "text": "@SuyashKelvin @NFT_Chen In our benchmarks, and those run by 3rd party @CommandCodeAI consistently outperforms all other harnesses even deepseek harness. https://t.co/Flq1rwGABO",
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    "text": "@FuurinFuu @Taitai3070 @CommandCodeAI been live for months https://t.co/9Ei9diSHvP",
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    "text": "@forsakenjvg me neither :)",
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    "text": "@app_grove @puyokura_1 @Taitai3070 still rolling out, upstream providers' been slow thanks to the launch on friday midnight, we'll announce it next week when full roll out finishes.",
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    "text": "@HEnEC358537 use @CommandCodeAI you'll find it there",
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    "text": "@ritakozlov @threepointone Whhhattt. \n\nI don’t believe my eyes. 👀 \n\n@threepointone is that what entrepreneur in residence look like?",
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    "text": "@bytenaija @CommandCodeAI that's impossible, you're doing something wrong. $14 gets you like more than a billion deepseek tokens on @CommandCodeAI — not being able to do anything in a billion tokens is impossible.",
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    "text": "I'm speaking at Cloudflare Connect in SF today. \n\nHow we built ⌘ Command Code, one of the most used coding agents purpose built for open models, scaling past 950T tokens https://t.co/ajEIDU5haq",
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    "text": "yep @threepointone looks like he’s about to ask “but does it run on Workers?” Yes! join the talk to find out more.\n\nRoom: Moscone West, Level 2, Room: 2004\nToday at 01:10 PM\n\nThank you @Cloudflare @CloudflareDev @dok2001 @threepointone for hosting yet another excellent conf! https://t.co/XURFonWLf8",
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    "text": "@shayzayb You bet!! ⌘ is my fav thing in the world. It means the most interesting place. Way before Apple used it. \n\nHave you checked our stickers yet https://t.co/CvSzni0i2F",
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    "author": "MrAhmadAwais",
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    "created_at": "Sat Oct 24 00:12:20 +0000 2026",
    "text": "@vikasdfghjl @CommandCodeAI full weight models no quants here. several variants of TPS available from normal to ultra fast.",
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    "text": "@HeXingluDev @CommandCodeAI 70-250TPS :) normal - fast.",
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    "text": "@fixre4 @CommandCodeAI vpn?",
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    "created_at": "Sat Oct 24 04:55:28 +0000 2026",
    "text": "@trq212 Legendary run buddy!!",
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    "text": "@amasad Congrats!!",
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    "created_at": "Sat Oct 24 20:24:30 +0000 2026",
    "text": "@ycombinator @FarzaTV Always fun to watch @FarzaTV talking about things he is doing. Great work!!",
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    "text": "@FarzaTV @ycombinator Great work buddy. Fan of your story telling. At this point I think you have invented a couple of new concepts I see many people using.",
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    "text": "@WaterRainCat @nothingto12 @opencode @CommandCodeAI can you share details with us support@commandcode.ai\n\nare you using VPN as that will def cause this. it seems like either a VPN or network issue on your end as @CommandCodeAI overall traffic doesn't have this problem.",
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    "author_name": "Ahmad Awais",
    "created_at": "Sun Oct 25 00:34:14 +0000 2026",
    "text": "more CVEs than Confs these days in SF",
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    "author_name": "Ahmad Awais",
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    "text": "are you using VPN? we're not seeing any issue on our end. there's nothing wrong TTFT wise on our metrics so it may seem something on your network is causing it. if you're using VPN it'll always be like this. VPN ips get banned by upstream providers. \n\nalso without trace ids, specific setup you have, it's extremely hard to help you. have you made a github issue where we can track this?\n\nwhat harness and model is this issue with? your message has ZERO details. you won't get any help like that.",
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    "author_name": "Ahmad Awais",
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    "text": "well there you go. your VPN is the issue here. all our upstream providers want real traffic not fake traffic hiding behind VPNs. my guess is they get lots of abuse behind VPN so they actively block VPN ip ranges or slow them down. \n\ndo NOT use @CommandCodeAI with a VPN, it's out of our control, we can't ask our upstream providers to not defend themselves against abuse they get from ppl hiding behind VPNs. see the problem here? i'm not saying that you're doing anything wrong. i'm saying almost 100% sure that's why you're experiencing slow response.",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sun Oct 25 16:49:47 +0000 2026",
    "text": "I predict that in near future, developers, designers, and engineers will be more like doctors. They’ll merely charge for writing “prescriptions” aka “prompts” to help normies fix software problems. \n\nEveryone will write software without understanding it. And people who understand will charge for “prompts” that fix problems within reason and limits “your model and budget”. \n\nI just asked a designer to simply send me the prompt to improve my design better than I could (in time and exp I had). \n\nAs that’s the only real moat you can have going forward, your “taste” based on all the knowledge and experience you have in your field of work.",
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    "author_name": "Ahmad Awais",
    "created_at": "Sun Oct 25 23:40:07 +0000 2026",
    "text": "Harness matters. Same everything @CommandCodeAI harness had ZERO errors, check the open sourced run, session files, and how I measured it. \n\nI'd love to see if what's wrong on your end, is that your network, are you using a VPN, or is it that DeepSeek DSH harness is so bad at working with a standard API endpoint? More transparency will help. Share the session files, we can run Command on it.\n\nSame prompt, same MAX effort, run through the Command Code harness on DeepSeek V4.1 Flash and V4.1 Flash Fast:\n\n✅ Both runs succeeded, first try: 58m 20s and 1h 29m\n✅ 0 failed calls across 249 requests\n✅ 3.5s to 7.1s avg TTFT. Yours: 48s\n✅ 6s to 14s P95 TTFT. Yours: 154s\n\nFlash fast took longer, coz models are not deterministic, they can make and do different things with same prompts. \n\nCommand Code flies on these models. DSH somehow errors out.\n\nI’ve open sourced everything: both full session files, raw event logs, every file the models wrote, and the scripts behind every number. \n\nPlay both games yourself:\nhttps://t.co/BMfZOllFEG\n\nOpen sourced here:\nhttps://t.co/DC6ls4shvm\n\nAgain, no idea what’s going wrong on your end. Could be your network, a VPN, or DSH not playing well with our standard API. 34 transport errors smells like the connection issues or harness issues, not the model.\n\nSo let’s find out. Open source the full session files for all your runs and I’ll run Command Code over them to see exactly what failed. If there’s anything we can improve for you, we will.\n\nOtherwise, as always: use a better harness. @CommandCodeAI recursively self-improves on every open model, and this is a nice experiment to prove that. \n\nI'm posting it within 2hrs of your post, which is how long it took to run both in parallel. This is as raw as it gets. \n\nWaiting to see your session files. Why were your runs so bad? What were the issues you faced.",
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    "text": "@corline0 https://t.co/bIICDOCWYf",
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    "text": "@Pepedesigner69 🐐",
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    "author": "MrAhmadAwais",
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    "created_at": "Mon Oct 26 00:15:00 +0000 2026",
    "text": "@WaterRainCat it is always the case. most upstreams have security services blocking VPN usage, it's the same with Anthropic and OpenAI too. use them with a VPN and you'll see how slow they get.",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Mon Oct 26 00:18:36 +0000 2026",
    "text": "@lordtechytro yes, GOAT and above have API, you can use that as per our terms, individual use case only.",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Mon Oct 26 02:10:35 +0000 2026",
    "text": "@fankaishuoai Would love to help via @CommandCodeAI let us know how it goes.",
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    "author": "MrAhmadAwais",
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    "created_at": "Mon Oct 26 05:21:13 +0000 2026",
    "text": "@domenicopallott When you use an API and send requests from a 3rd party harness. That harness decides how good it uses our API. Our API is built on the same standard chat and responses API spec everyone uses.",
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    "url": "https://x.com/MrAhmadAwais/status/2114588773950328865",
    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Mon Oct 26 05:23:45 +0000 2026",
    "text": "Definitely figured it out DeepSeek DSH harness was sending 90 images concurrently with three agents as per the session shared by the author. It’s unbelievably bad. Our backend was rejecting this clear memory overload. We are putting in place fixes for DSH. Again harness matters a lot.",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Mon Oct 26 05:25:45 +0000 2026",
    "text": "@bisheshab @fankaishuoai @CommandCodeAI we consistently hit 98-99% cache hit ratios. If you’re getting errors you need to post a repro. Which harness are you using? Using VPN is discouraged by upstream that could be an issue. \n\nRun “cmd feedback” and share.",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Mon Oct 26 05:30:52 +0000 2026",
    "text": "Thanks for educating me on this. I didn’t know. VPN throttling is also a guess. I have seen this happen. We are working with our upstream providers to ensure this gets resolved in ways that makes your experience better. \n\nWe have also figured out a couple of network bottlenecks that will be resolved in a day or so. That should obviously help. \n\nThanks for all your support and patience here.",
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    "text": "yeah DSH harness was sending 90 images per turn, in this case, check for yourself\n\nhttps://t.co/vwoGPCapYx\n\nwe've also figured out how to improve a couple of things on our API end so when DSH sends an unoptimized long session with huge memory leak/overload we can fix it for you on the API automatically. this is not live yet, in review, should go live in a day or two.",
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    "text": "RT @MrAhmadAwais: I predict that in near future, developers, designers, and engineers will be more like doctors. They’ll merely charge for…",
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    "text": "@paulg I think we are already there. People post random slop and no one reads how wrong it is or even what it is. People have stop writing and reading for the most part already.",
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    "text": "@aaronyeeio I’m not trying to underestimate that. In fact I’m saying merely writing high value prompts will be a promising way to make money for experienced developers.",
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    "text": "@Frenetictourist @paulg thanks! making mistakes is human :)",
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    "text": "i think i hit a nerve with this one. it just makes sense to a lot of people that building software will become a commodity and high value software will require high value opinions, strong taste, and lots of experience.",
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    "text": "If you’re using DeepSeek harness with Command Code’s provider API, we are shipping several updates to make your experience better and faster.\n\nDeepSeek harness needs more than a standard chat completions endpoint. I’m excited to pass along our learnings and improvements we have made here without y’all having to do anything on your end. \n\nLFG!!",
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    "author_name": "Ahmad Awais",
    "created_at": "Sat Oct 31 01:56:55 +0000 2026",
    "text": "@nbdthug @CommandCodeAI pay up bro 😎",
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    "text": "@Kayano04Kaoru even fast is full param and full weight",
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    "text": "@Key1k12024 yes",
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    "text": "@89_linn28155 that only happens in deepseek harness when you have a long running agent, coz it can send useless data.",
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    "author_name": "Ahmad Awais",
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    "text": "RT @CommandCodeAI: GOAT just made $100 credits PERMANENT\n\nOn $10/mo 🐐 plan\n\nDeepSeek V4.1 Flash 1017: $100 usage\nGLM 5.3 Flash: $100 usage…",
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    "author_name": "Ahmad Awais",
    "created_at": "Sat Oct 31 05:00:16 +0000 2026",
    "text": "@Kayano04Kaoru @CommandCodeAI we only serve full weight models. all of them.",
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    "text": "@gilgMesh98 @CommandCodeAI 13-15B tokens a month i assume.",
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    "text": "@geekbb @CommandCodeAI give you $90 for free and you complain about seventy cents?",
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    "text": "@MrBinarySniper @CommandCodeAI we don't serve quants, all models we server have always been full weights.",
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    "text": "@theGiallo @CommandCodeAI oh yes!",
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    "created_at": "Sat Oct 31 05:04:10 +0000 2026",
    "text": "@nullfck @CommandCodeAI GOAT and above all plans have API so yes, use in whatever harness you prefer. \n\nor use in @CommandCodeAI the most token efficient harness.",
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    "text": "@The_Ghost_Lab @CommandCodeAI yep",
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    "created_at": "Sat Oct 31 05:04:36 +0000 2026",
    "text": "@ottomancoder @CommandCodeAI it also got increased to $110 :)",
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    "text": "@analogalok Both GLM and DeepSeek have $100 on $10 GOAT @CommandCodeAI that's ~15B tokens. This is a lot.",
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    "text": "@Gkasgd @inlovewithgo @CommandCodeAI here, @CommandCodeAI is quite literally the best harness for deepseek (don't trust random haters making shit up)\n\nhttps://t.co/v7nwAcj7Ux",
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    "text": "@Jonoshub @CommandCodeAI fast or normal, both are actually DeepSeek. both are full weights. one has different more expensive hardware.",
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    "created_at": "Sat Oct 31 05:17:28 +0000 2026",
    "text": "@gilgMesh98 @CommandCodeAI help yourself https://t.co/Zd4Yy3BaMx",
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    "created_at": "Sat Oct 31 05:18:50 +0000 2026",
    "text": "@OnewKonew @davidyinai @CommandCodeAI scroll down and see which model did how much, every model is different, has different price, different usage limits, and every plan is different\n\nhttps://t.co/Zd4Yy3BaMx",
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    "created_at": "Sat Oct 31 05:30:49 +0000 2026",
    "text": "@MangoCurry11 @davidyinai @CommandCodeAI yes latest check @CommandCodeAI",
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    "text": "@DayaHimour @unlimitedcodex let's go GOAT!!",
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    "created_at": "Sat Oct 31 14:53:03 +0000 2026",
    "text": "@CommandCodeAI more free models, yay!!",
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    "created_at": "Sat Oct 31 16:48:39 +0000 2026",
    "text": "@GagaGucciPucci @CommandCodeAI It should auto update as you use. @MrAsharIrfan",
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    "text": "@DeusKiing @CommandCodeAI Pro got upgraded as well.",
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    "author": "MrAhmadAwais",
    "author_name": "Ahmad Awais",
    "created_at": "Sun Nov 01 04:42:59 +0000 2026",
    "text": "@Ubendev It’s $100 usage on DeepSeek @CommandCodeAI",
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    "created_at": "Sun Nov 01 04:44:19 +0000 2026",
    "text": "@xMiguelSalmeron Well we did $100 week or so ago. We’re building for abundance of tokens. Over 200K devs using now. Can’t wait to share what’s ahead.",
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