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An agent that reaches a limit stops and asks.

Set ceilings on what an agent may do in a day: emails sent, tool calls per minute, money moved, model cost per month. Reaching a limit pauses the agent, notifies its owner and produces a request to raise it — it never quietly continues, and it never silently does nothing.

Hard ceilingsOwner notifiedTime-boxed increasesChecked before spend

The limit is the limit

An agent with a €120 daily cap does not spend €121. It stops at the cap, which is the only behaviour that makes a cap worth setting.

Reaching one is an event, not a silence

The owner is told which limit, when, and what the agent wanted to do next. A paused agent nobody knows about is as bad as a runaway one.

Raising it is a decision with a duration

"Raise the cap for seven days" rather than permanently. Temporary increases that quietly became permanent are how a limit stops meaning anything.

Cost limits are checked before the call

Model spend is evaluated ahead of the request, not reconciled at the end of the month. A monthly cost you discover on an invoice is not a limit.

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