Koalr

Koalr is an engineering intelligence platform that helps software teams ship faster and more safely. At its core is a deploy risk engine that analyzes 36 research-validated signals — from code entropy and author file expertise to infrastructure changes and concurrent PR merges — to score every pull request before it merges. Teams get a clear risk score, a breakdown of contributing factors, and AI-generated explanations they can act on immediately. Beyond deployment risk, Koalr surfaces the full picture of engineering health: DORA metrics (deployment frequency, lead time, change failure rate, MTTR), PR cycle time, review coverage, test coverage trends, code health, and team flow metrics. Every metric is cross-referenced with incident data from PagerDuty, OpsGenie, Sentry, and Rollbar — so you can see exactly which deploys caused problems, not just which deploys happened. Koalr integrates with GitHub, GitLab, Jira, Linear, Slack, Codecov, SonarCloud, Datadog, Buildkite, CircleCI, and more. Setup takes minutes, and the platform works without any code changes or CI pipeline modifications. We're a small, focused team building the tools we always wished existed as engineers. If you care deeply about software quality, shipping with confidence, and making engineering work visible without creating busywork — we'd love to hear from you.