Kubexa

work in progressThis site is being written now: pages appear and change as the cluster does. The AI layer is the most incomplete part.

Agent sandboxes and MCP

Agent devboxes as Kubernetes Sandboxes behind a gateway, and the MCP servers exposed to them. Partial by design.

kubernetesnvidiazitadel

Status: work in progress. What is described below runs today; the parts marked open are not resolved.

What runs

  • The agent-sandbox controller (agents.x-k8s.io) creates a pod from a SandboxTemplate; a SandboxClaim asks for one. A devbox is a pod with a devcontainer inside, not a VM.
  • An SSH gateway brokers connections to those sandboxes. It authorises through Zitadel, mints a short-lived credential per session, and is exposed as a TCP route on the gateway instead of a NodePort.
  • MCP servers run as ordinary workloads and are reachable through agentgateway, with policy applied at the gateway rather than inside each server.

What is open

  • Model serving. The GPU node has three cards; what runs on them is still being decided between a single serving stack with quotas and per-workload jobs.
  • Identity for agents. Sandboxes authenticate as Kubernetes workloads today. Whether an agent gets its own Zitadel client or borrows the caller's is unresolved.
  • GPU sharing. A card is currently allocated whole; sharing between sandboxes is not solved here.

Why the page exists anyway

Because the alternative is a page describing an architecture nobody has run. The constraint underneath: an agent platform that cannot sandbox its own tools is a liability, and one that sandboxes them badly is unusable. The shape above is the part that works.