Building Your Own AI Code Review Pipeline: How I Automated PR Reviews with Claude API and GitHub Actions
Building Your Own AI Code Review Pipeline: How I Automated PR Reviews with Claude API and GitHub Actions After spending 2 hours daily reviewing PRs, I built an AI pipeline that catches 80% of issues before human review. Last week alone, it caught 12 security issues, 8 performance problems, and 23 accessibility violations before they hit production. Here’s exactly how to build your own for less than $10/month. The Breaking Point Three months ago, our team hit a wall. With 15-20 PRs daily and only 2 senior developers, code reviews became our biggest bottleneck. Junior developers waited 2-3 days for feedback. Critical bugs slipped through. I was spending more time reviewing code than writing it. ...