Introduction: Problem, Context & Outcome Engineering teams today run applications on container platforms that demand constant availability, security, and scale. Kubernetes clusters grow quickly, workloads change frequently, and delivery pipelines move faster than ever. Without strong platform administration skills, teams experience unstable deployments, security gaps, inefficient resource usage, and slow incident recovery. Manual interventions increase…