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Start with one command

observe resolves either a stable endpoint or a deployment and presents the highest-value persisted evidence together. Endpoint output includes its logical model, environment, active/candidate serving plans, Release Guard, admission policy, and alerts. Deployment output includes desired and observed lifecycle, traffic, the active operation, Guard decision, and recent events.
The default command is read-only. --watch redraws only when state changes and can be closed safely; the control-plane operation continues.

Reconnect to durable work

Closing a laptop or losing a network connection stops the client watcher, not the deployment. The operation ID is the resume handle. Retrying a mutation with the original idempotency key is safe when the request result was uncertain.

Ask for a deterministic diagnosis

--diagnose is the one intentionally mutating form: it persists a fresh Doctor evaluation derived from metrics, events, provider observations, and revision state. InferCrane does not ask an LLM to invent the cause.
Use infercrane ui for a keyboard-driven operations workspace and the separately released operations console for the browser view. Both reconstruct state from the same control-plane API; neither is the source of truth.