Kubernetes RCA agent that sandboxes its own AI with OPA Gatekeeper. MCP-ready for any client.
A Human-in-the-Loop RCA Agent for Kubernetes — LLM Diagnosis, OPA-Bounded Remediation K8gentS is a Kubernetes diagnostic agent built around a single premise: an LLM is well-suited to reason about cluster failures, but unfit to act on them unsupervised. It continuously watches the cluster event stream, runs -class events through a Gemini-powered root cause analysis (RCA) pipeline, and surfaces the…
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A Human-in-the-Loop RCA Agent for Kubernetes — LLM Diagnosis, OPA-Bounded Remediation K8gentS is a Kubernetes diagnostic agent built around a single premise: an LLM is well-suited to reason about cluster failures, but unfit to act on them unsupervised. It continuously watches the cluster event stream, runs -class events through a Gemini-powered root cause analysis (RCA) pipeline, and surfaces the top hypotheses with resolution steps to Slack. Every remediation is human-in-the-loop (HITL) — a…
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