https://simonwillison.net/guides/agentic-engineering-patterns/red-green-tdd/#atom-everything

Changing process to adapt to ai dev. “…”use test driven development, write the tests first, confirm that the tests fail before you implement the change that gets them to pass”.

“Build a Python function to extract headers from a markdown string. Use red/green TDD.”