
GitHub Actions' runs-on is a label match, not a scheduler — so a busy self-hosted runner just makes your job queue. Here's the runtime routing pattern we use to prefer a free warm box, fall back to a fast cloud runner, and never strand a build.
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I saw Dagger at Devoxx Athens — programmable CI/CD pipelines in your language of choice, running identically on your laptop and in CI. Here's why it's exciting for backend integration tests, and where it doesn't fit yet.
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