KubeGraf

KubeGraf is an autonomous, always-on AI SRE platform built exclusively for Kubernetes. It detects incidents like CrashLoopBackOff, OOMKilled, and probe failures, correlates multi-source signals (logs, metrics, traces, events), and delivers evidence-backed SafeFix™ remediations with dry-run validation and human-in-the-loop approval. Powered by OrkasAI, KubeGraf runs entirely local-first — your cluster data never leaves your environment.

• SafeFix™ Remediation — Generates YAML diff previews, blast radius analysis, confidence scores, and one-command rollback for every recommended fix before you apply anything.
• Evidence-Based Root Cause Analysis — Correlates logs, Kubernetes events, metrics, traces, and recent deployments into a reproducible evidence chain with confidence scores — not a black box.
• Dry-Run Validation — Simulates every fix using kubectl diff integration before execution; shows exact changes and potential side effects with zero risk.
• Anomaly Fingerprinting — Detects recurring failure patterns and builds fingerprints to auto-recognize similar incidents, cutting diagnosis time on repeat failures.
• Multi-Cluster Management — Investigate and remediate incidents across multiple clusters from a single interface without losing investigation context.
• BYOK AI Engine — Bring your own API key from OpenAI, Anthropic, Gemini, or Ollama; AI calls go directly from your machine to your provider — KubeGraf never sees your key or queries.
• Terminal UI + Web Dashboard — Use the keyboard-driven TUI during live incidents and the browser-based web dashboard for post-mortems and trend analysis.
• Knowledge Bank — Local SQLite database stores all incident history; search by pod, namespace, error type, or fix; export reports for post-mortems.
• RBAC-Aware Operations — Respects your cluster's RBAC policies; suggested fixes adapt to what your user can actually apply.
• Full Audit Trail — Every analysis, recommendation, and applied fix is logged with timestamps and user context for compliance and post-mortems.
• GitOps Integration — Sync fixes to Git via ArgoCD or Flux; supports Helm, Istio, Cilium, Nginx, and all major cloud Kubernetes providers (EKS, GKE, AKS, OpenShift, K3s).