Aug 10, 2026
cognitive debt11 min read
Code Churn Doubles: Why Retyping LLM Code Is a 2x, Not 10x, Win
A developer workflow of manually retyping LLM-generated code is gaining traction as a way to combat cognitive debt. This method offers a 2x productivity boost, not the promised 10x, but forces comprehension and helps mitigate the doubling of code churn seen in the AI era.

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