Stop Blaming Kubernetes: How to Debug External Failures in AKS

Many production incidents are misdiagnosed as Kubernetes failures when the real culprits are external dependencies like databases, Redis, and DNS. Learning to distinguish between cluster-level issues and dependency failures can dramatically reduce incident response time and prevent unnecessary investigation efforts. This guide provides engineers with systematic debugging techniques to quickly identify whether the problem lies within the AKS infrastructure or its external dependencies.