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.
--watch redraws only when state changes and can be closed safely;
the control-plane operation continues.
Reconnect to durable work
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.