Product

Mender: Kubernetes Incident-to-Fix Agent

@yablokolabsby Santhosh Balasa · Yabloko Labs Ltd.

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Mender investigates broken Kubernetes services, identifies a likely root cause, patches only approved files, tests the fix in a network-isolated Docker container, and prepares a PR for human review. In an evaluation of 23 injected faults, 20 fixes passed verification and 9 root causes matched strict labels. Median time from collected evidence to a prepared PR was 33.8 seconds. Nothing merges automatically.

Built withPythonKubernetesDockerNemotronNebius Token FactoryTavilykubernetesincident-responseai-agentsdevopsautomated-testing

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