Open-source AIOps platform that closes the loop from Kubernetes alert to automated remediation. An LLM investigates incidents live via kubectl, matches a fix from a workflow catalog, and executes it — or escalates with a full RCA. Approval gates, confidence thresholds, and SOC2 audit trails keep humans in control.