21 March 2026
A 4-hour night fighting a local LLM through Aider on unit-test generation — a hallucinated table name, the wrong test framework, and empty files marked 'Done!' — versus the hour it would have taken by hand, and why local AI's ceiling is still worth exploring anyway.