In modern application management, Kubernetes is the foundation of container orchestration. It automates software deployment, scaling, and management, revolutionising delivery. However, growing complexity and scale pose challenges in troubleshooting and maintaining dynamic ecosystems. Kubernetes troubleshooting is complex due to a variety of factors. The Kubernetes cluster architecture consists of multiple…