Github

I added CodeRabbit to our GitHub org on a Tuesday. By Friday, it had flagged 23 issues across 7 PRs — and my team thought I had secretly reviewed everything myself. After 30 days running four different AI PR review bots in parallel, here’s what actually caught real bugs versus what generated noise.

GitHub’s new Agentic Workflows let coding agents run inside Actions to triage issues, update docs, and propose fixes — automatically. I ran them on a production repo for a week. Some results were genuinely impressive. Others reminded me why ‘autonomous’ still needs human oversight.