Deployment safety, incident prevention, and engineering intelligence from the Koalr team.
How a solo founder used Claude Code to ship 187+ pages, 126 API modules, 14 integrations, deploy risk prediction, and a complete incident management platform in 10 weeks.
Everything engineering managers need to know about the four DORA metrics — deployment frequency, lead time, change failure rate, MTTR — how to calculate them from GitHub data, industry benchmarks, and what DORA doesn't tell you.
Learn the 7 data signals that reliably predict whether a deployment will cause an incident — change size, file churn, author expertise, test coverage, deployment timing, review coverage, and historical failure rate. With real benchmarks.
Atlassian is sunsetting Opsgenie on April 5, 2027. Here's what engineering teams need to do now to preserve MTTR data, escalation policies, and on-call schedules — and how Koalr's migration wizard makes it painless.
A practical 30-day migration guide: exporting Opsgenie schedules and incidents, mapping escalation policies to incident.io, validating alert routing, and preserving your DORA MTTR data through the transition.
A complete guide to GitHub CODEOWNERS — file syntax, patterns, team mappings, common pitfalls, and how to audit compliance and automate enforcement.
Line coverage percentage is a vanity metric. Here's what actually predicts deploy risk: coverage delta on changed files in a PR, uncovered hot paths, and new code coverage.
No spam. Practical content on deployment safety, incident prevention, and product updates.