Testing
- Every test defends a named, externally observable contract — no placeholder or tautological tests.
- Coverage is layered: unit tests for bounded logic, integration tests for system seams, end-to-end tests for user-visible workflows.
- A measured regression baseline travels with the codebase, so quality trend is observable rather than anecdotal.