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Andrej Karpathy was asked how you should hire engineers now. No whiteboard, no algorithm puzzle. His answer was to hand someone a big project and watch. His example: build a Twitter clone for agents. Make it good. Make it secure. Then have agents simulate activity on it so there's real traffic running through the thing. Then comes the part that makes it an interview. He points ten Codex agents at maximum reasoning effort at the site you just deployed and tells them to break it. They shouldn't be
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3 AI Projects That Can Actually Make Your GitHub Portfolio STAND OUT in 2026 🚀 If you’re learning AI Engineering, Machine Learning, Generative AI or LLMs and wondering “What projects should I build to get a job?” start here. 👇 In this video, I break down 3 job-ready AI projects that you can build and showcase on your GitHub portfolio. You’ll learn: ✅ What to build ✅ Why each project matters ✅ Which AI/ML skills it demonstrates ✅ How to structure the project ✅ What to add to your GitHub README
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Follow for part 2 tomorrow!! There are 6 levels to using Claude Code. Most people are stuck on these first 2 levels and don’t even know it. Level 1. Chatbot Crutch: You’re on this level if you treat Claude Code like another chatbot. You see Claude as a Command -> Output. No context or setup. This is the trap. Level 2. Partner: On this level, you’re using Plan mode and working with Claude Code as a partner and letting it push back on your ideas. However, the trap is still the same. Claude is stil
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