“Liveness probe failed” seen in pod events
Liveness probe failures occur when a pod's startup time exceeds the default probe window, causing Kubernetes to restart the container prematurely. Extending the liveness probe initialDelaySeconds to 300 seconds allows the service to initialize fully and stabilize the pod.