ClawManager (internally also referred to as ClawReef) is a production-grade, Kubernetes-native control plane for managing AI agent instances. It provisions and orchestrates multiple agent runtimes (OpenClaw, Hermes, OpenCode, DeepSeek Harness, WorkBuddy, Codex) in both lite and pro modes, exposes desktop and shell access, manages runtime rollouts/upgrades, and provides team collaboration workspaces, a skill hub with security scanning, and a governance plane for LLM traffic. The system is a full-stack monolith: a Go/Gin backend, a React/TypeScript frontend, MySQL for persistence, Redis for real-time events, and deep Kubernetes client integration for pods, namespaces, deployments, PVCs, and network policies. The back end is split into HTTP handlers, service layers, repository interfaces, and a large migration suite; a separate northbound-gateway binary provides a scoped, JWE-authenticated external API for tenant operations.