k8s-mechanic

Kubernetes controller that auto-diagnoses cluster failures and opens GitOps pull requests with fixes

PlatformWebfreeglobal

k8s-mechanic is a Kubernetes controller that watches a cluster for failures such as crash-looping pods or degraded deployments, automatically investigates the root cause with an in-cluster AI agent, and opens a pull request on the GitOps repository with a proposed fix. It runs with read-only permissions and redacts secrets before analysis, requiring a human to review and merge every change, aimed at DevOps teams running GitOps-managed clusters.

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