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Mendral, built by the Docker and Dagger founders, is an always-on AI DevOps engineer that diagnoses CI failures, fixes flaky tests, and ships PRs autonomously. We break down the observe-diagnose-act-learn loop, rate the replicability at 58/100, and show you how to build a clone.