Product
Long work runs as background events with step memoization, retries and cancellation. The interface stays instant while workers grind.
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Event-driven workers
Agent replies, repo imports and repo exports each run as background events with step memoization, so completed work survives retries instead of restarting.
Live status
Importing, exporting, completed, failed. The UI mirrors worker state in realtime.
Cancel mid-flight
Stop long agent runs and exports from the UI without corrupting state.
Failure handling
Every worker lands in a clean terminal state with a retry path. Failures write guidance, never stack traces, and statuses reset cleanly for the next attempt.
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