k8sgpt - LLM-powered Kubernetes Diagnostics

Takeaway

  • CLI tool: scans K8s cluster for problems, feeds findings to LLM for plain-English explanations
  • Not log parsing — analyzes K8s resource state (events, pod status, etc.)
  • 7.4K stars = strong market demand for “AI explains whats wrong with my infra”
  • For LAPP: validates the product direction, but k8sgpt is K8s-specific and resource-focused, not general log analysis