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# coding → productivity → atrophy

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+ llm (1) + agents (1)

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Andrej Karpathy (@karpathy): "A few random notes from claude coding quite a bit last few weeks. Coding workflow. Given the latest lift in LLM coding capability, like many others I rapidly went from about 80% manual+autocomplete coding and 20% agents in November to 80% agent coding and 20% edits+touchups in December. i.e. I really am mostly programming in English now, a bit sheepishly telling the LLM what code to write... in words. It hurts the ego a bit but the power to operate over software in

The author discusses a rapid transition from manual coding to using language models as coding agents. While this change improves productivity and creativity, it also raises concerns about the potential atrophy of manual coding skills and the quality of code generated by these models.
Saved by tldr-importer · Last saved February 14, 2026 · 10 min read
coding ✓ + llm productivity ✓ + agents atrophy ✓