Control spend with budgets

Persona: room owner. Budgets cap agent spend at the task and room level; hitting a cap blocks work until the budget is raised.

Steps

1. Set a task budget and a room budget.
2. An agent run approaches the cap and enters a limit-reached state.
3. The owner raises the budget in one click from the action item.

Capabilities exercised

• Hierarchical USD budget limits
• Limits status & enforcement
• Agent spend limits & blocking
• In-app budget increase
• Action items rail