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6.6Scaling Review Across a Team
When the entire team uses AI test generation, you need a shared review standard:
Codify the checklist in your PR template. Add a "Test Review" section with the six dimensions.
Pair review sessions. Have two engineers review AI-generated tests together for the first few sprints. This calibrates everyone's expectations.
Track metrics. A shared dashboard showing deletion rates, revision rates, and mutation scores prevents quality drift.
Template improvement loop. When you consistently delete the same type of test (e.g., tautologies), fix the prompt template to prevent them.