Library › Book 2 › Quality Gates for CI/CD
Quality Gates for CI/CD
11.1🔒Why Quality Gates Are Non-NegotiableAI-generated tests must pass the same quality bar as hand-written tests. Quality gates are automated checks that enforce this bar in CI/CD…
11.2🔒The Five Essential GatesCatches: import errors, missing fixtures, wrong expected values, nonexistent methods.
11.3🔒Gate Configuration by Environment
11.4🔒CI Integration
11.5🔒The Gate Escalation PatternWhen a gate fails, provide actionable guidance, not just "FAILED":
11.6🔒Metrics to TrackThese per-gate metrics roll up into three suite-level numbers -- mutation score, coverage delta per generation session, and flake rate…
11.7🔒Q&ASelf-Assessment Quiz1. What are the five quality gates? 2. Which gate should be required in every environment? 3. When should mutation testing run? 4. What…
11.8🔒Key Takeaways- Quality gates transform AI test generation from risky shortcut to reliable practice - The five gates provide layered defense against AI…
11.9🔒ExercisesExercise 11.1 (Beginner): Implement Gate 2 (assertion-free check) and run it against your test suite. How many violations exist?
11.10🔒Career Translation- Designed and implemented five automated quality gates in CI/CD (test pass, assertion checks, coverage thresholds, flaky detection…
11.11🔒Q&AInterview Depth CheckPrompt: You are setting up quality gates for a team that has just adopted AI-assisted test generation. Which gates do you implement first…