Lumovi (OSS Apache-2.0, v1.22.1) is a calm K8s dashboard that doubles as an MCP server: assistants read your clusters as you, and every change waits for approval with a diff, reason and equivalent kubectl. Namespace/RBAC rules constrain what agents may touch; desktop one-click MCP setup or Helm-in-cluster for teams. Pattern: ops UI + HITL gate for agentic cluster work.
PATH-fronted proxies for terraform/aws/kubectl: TOML policies allow plan/read but block destroy/terminate/recursive deletes before the real binary runs—no LLM judgment in the safety path.