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Plan

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AI Product Studio

Agent Runs & the Plan Gate

A structured execution of an AI agent against one or more intents. The Plan Gate is the critical human checkpoint before execution begins.

The Run Board

Every run in the studio is on the Run Board, newest first, each with a link back to what started it — a Work Package, an intent, or a repository scan. Filter by what needs you, by agent, by initiator or by date range, and sort by when the run began. Coding runs for Work Packages appear alongside agent runs, with their branch and pull request, and Outstanding pull requests lists every open pull request with its package, its Definition of Done state and its merge hold. See Delivery: Coding Runs, Pull Requests & the Merge Hold.

Creating a Run

From the Run Board or intent detail, click New Run. Select the intent(s), agent type, and context overrides. The run enters Queued state.

The Plan Gate

The agent generates a step-by-step plan. Read every step: Does this match the intent? Are there steps touching things they should not? Is the estimated cost acceptable? Acknowledge to proceed, or reject to request a revised plan.

Most powerful checkpoint. A misunderstanding caught at plan review costs nothing. The same misunderstanding caught after execution requires significant rework.

Run Status Reference

StatusMeaningAction required
QueuedWaiting for agent capacityNone
PlanningAgent generating planWait for notification
Awaiting Plan ApprovalPlan ready for reviewAcknowledge or reject
RunningAgent executingMonitor; answer questions promptly
Awaiting ReviewOutput ready (runs started before the Definition of Done read pull requests)Accept or reject under Earlier runs on the Review feed
CompleteRun finishedIts work package’s Definition of Done decides the rest
FailedUnrecoverable errorReview error log; re-run

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