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The full cloud-native security stack — from the API server front door to the AI agent fleet — and how each layer becomes an enforceable, evidence-producing control. A hands-on refresher for security and GRC engineers: every concept pairs an interactive demo with the dense technical detail and its compliance mapping — RBAC, admission control, identity, secrets, network policy, supply chain, runtime, and AI agent governance.