A platform security engineer auditing a Kubernetes cluster before a production launch needs to systematically review the cluster configuration, workload manifests, RBAC policies, network policies, and runtime security posture against CIS Kubernetes Benchmark and NSA/CISA Kubernetes Hardening Guidance. Manual review of large clusters is error-prone and inconsistent without a structured framework.