Maintain quality as AI usage scales: automated reviews, metrics dashboards, quality gates in CI/CD.

Quality Measures

• Automated Code Review: AI reviews ALL code (AI-generated + human)
• Test Coverage: Track coverage trends
• Bug Rates: Monitor AI code vs manual code bug rates
• Performance: Track app performance metrics

Quality Gates

• ✓ Linter must pass
• ✓ 80%+ test coverage
• ✓ Security scan clean
• ✓ Human review for critical paths