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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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Instead of importing PyTorch, this project makes you build your own version of it. TrenTorch is the coding curriculum that forces you to build your own machine learning framework instead of just importing one. Most people treat neural networks like a black box, but this project makes you write every single line of code on plain NumPy to recreate the actual machinery of PyTorch. It breaks the work into twenty progressive steps, guiding you from basic math all the way to building a real language m
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