Manual Code Retyping as a Strategy to Reduce Cognitive Debt

Relying on LLMs to generate entire features increases cognitive debt by offloading fundamental understanding to machines. Manually retyping or reviewing AI-generated code helps developers maintain mental models of their systems and avoid the fatigue of auditing overly-defensive or subtly incorrect automated pull requests.