AWS DevOps Agent autonomously investigates EKS control plane performance degradation, correlating CloudWatch audit logs with throttling patterns to identify misbehaving workloads. The tool pinpoints API server overload caused by excessive requests and recommends targeted remediation to restore cluster stability.