When you invert this, it means writing about any subject helps you understand better. You’ll be able to code better as you write about it. You will understand better as you code the program. And LLMs made that transition from writing to coding easier.

Repeat: write → code → read → rewrite

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Does that mean if an agent (e.g., Claude) can program it, that’s the same understanding? I don’t think so. A program is just an output. Understanding is what sources the program.

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