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Implementing AI-powered code review that caught 73% of issues before human review.
Small team of 4 developers with no dedicated reviewer. PRs sat for days waiting for review, and recurring issues (missing error handling, inconsistent patterns) slipped through.
Integrated Claude API into pre-commit hooks and GitHub Actions. The AI reviewer checks for security issues, pattern violations, and generates improvement suggestions. Human reviewers focus on architecture and business logic.
PR review wait time
2.3 days
< 1 hour
Issues caught pre-review
0%
73%
Production incidents/month
4.2
0.8
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