Designing failure semantics across ingress, Java services, clients, and serverless The most dangerous thing about Kubernetes probes is not that teams misunderstand their definitions. It is that teams forget probes are actions, not just signals. A failed readiness probe changes routing. A failed liveness probe kills a process. A failed startup probe can stall a…