Manually retype AI-generated code to avoid cognitive debt
Instead of copy-pasting LLM output, the author types every generated line back into the editor. The slow-and-steady approach forces you to understand each API, catch hallucinations, and build a mental map of the codebase, cutting the hidden ‘cognitive debt’ that AI-assisted development creates. It’s slower than pure copy-paste, but yields deeper comprehension.