Container Orchestration

This document is an instructional guide for Kubernetes deployment and operations. It contains example manifests and kubectl commands that are coherent with the stated purpose. There is no malicious code or suspicious network exfiltration patterns. The main security concern is an example that inlines a plaintext credential when creating a Kubernetes Secret; this is an insecure example that could encourage bad practices. Recommend updating examples to avoid literal credentials, demonstrate external secret management (Vault, ExternalSecrets), and mention image provenance/signing.