rigorous-coding

You can enforce rigorous coding standards during code review by requiring explicit statements of input conditions, verification steps, and non-happy-path coverage before approving pull requests.

Explicit assumptions in coding are documented input conditions, constraints, and edge cases stated before implementation. They matter because they prevent sloppy coding and safeguard against incomplete development scenarios.

To avoid happy-path bias when writing code, outline core assumptions for new features first, then add explicit tests that cover non-happy path scenarios and verify all edge cases.

Yes, you can use this to verify correctness across multiple team projects. It applies consistently to writing, implementing, and reviewing code to ensure maintainable code and testability in everyday tasks.

The best way to maintain consistent quality checks is to apply a checklist for maintainable code, testability, and documentation throughout development, while requiring reviewers to state verification steps.