testing-philosophy

Automated Test-Driven Development enforcement

Test strategy, TDD, unit/integration/property-based testing, test architecture, mutation testing, and test data management.

Testing workflow skill for high-value test discovery, strategy selection, focused implementation, realistic workload generation, strict review, and suite health diagnostics.

Test planning and strategy methodologies for pre-code quality assurance. Includes test pyramid design, test case techniques, acceptance criteria, test data strategy, and automation ROI analysis.