Agent management

Launch background sessions, inject follow-ups, observe checkpoints, and retire runs cleanly — on cloud or self-hosted workers.

Launch & monitor

Pick models, scopes, and budgets up front. Streaming UIs surface tool calls, diffs, and gate states in real time.

Handoff & fleet

Serialize state to hand off between local and cloud. Fleet dashboards show worker saturation and failure budgets.

Diagram: handoff path from a local session through a serialized bundle to a cloud worker and results.

Stopping conditions

Judges and stamina monitors halt runaway loops. Checkpoints let you resume after infrastructure blips.

See also