Koalr scores every pull request for deployment risk before it merges — using 36 weighted signals including change entropy, author file expertise, minor contributor density, SLO error budget burn rate, and an LLM semantic layer that catches things like "temporarily disabling rate limiting."
Most teams find out a deploy was risky after the incident. Koalr tells you before the merge button.
What it does:
- Deploy risk score (0–100) on every PR
- DORA metrics, flow metrics, review analytics
- Weekly AI risk briefing
- Works with GitHub — connects in under 5 minutes
Try the live demo (no account): https://app.koalr.com/live-risk-demo