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Quality Gates for AI-Generated Test Suites
8.1Why Quality Gates Are Non-NegotiableAI-generated tests are fast to produce but must pass the same quality bar as hand-written tests before entering your codebase. Quality…8.2The Five Essential GatesThe most basic gate. If any test fails, the suite is not ready.8.3Gate Configuration for Different Environments8.4Integrating Gates into CI8.5The Gate Escalation PatternWhen a gate fails, do not just report the failure. Provide actionable guidance:8.6Metrics to Track Over TimeThese per-gate metrics roll up into the suite-level view -- mutation score, coverage deltas per generation session, and flake rate…8.7Interview Talking Point"I treat AI-generated tests as first drafts from a prolific but imprecise junior engineer. My workflow is: feed structured context into the…8.8Key TakeawayQuality gates transform AI test generation from a risky shortcut into a reliable engineering practice. The five gates (pass, assertions…