#GitOps

Self-Healing Releases: Using Agentic AI to Automatically Fix Production Failures

Red Hat & IBM engineers at KubeCon share a self-healing release system combining Argo Rollouts canary delivery with agentic AI to auto-analyze failures, roll back, and generate fix PRs using Java/Quarkus and local LLMs.