In modern cloud-native environments, application uptime, reliability, and performance are crucial. OpenShift, as a Kubernetes-based container orchestration platform, provides a rich ecosystem for running enterprise-grade applications. However, as workloads scale, manual intervention for incidents becomes impractical.