# Testing conventions

- Prefer integration tests over mocks. Mocks mask production divergence; real systems catch real failures.
- Automate everything automatable. Manual testing only for nuanced UI/UX or agent interaction behaviour requiring human judgment.
- Test observable end-state, not implementation internals. Tests must survive refactoring.
- No test is better than a wrong test. A passing mock that masks a real failure is actively harmful.