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AI agent budget and spend control

Give every agent a budget: per-run token caps, daily spend limits, and loop limits. Stop surprise bills before they happen.

Updated 2026-08-22Reading time 4 min

Budgets are the feature you use once

Set a budget once and the agent simply cannot exceed it. It is not an alert you have to act on — it is a hard stop.

Three controls

  • Per-run token budget.
  • Daily spend cap.
  • Step budget (loop limit).

Why the loop limit matters

The most expensive failure is not a single big call — it is a small call repeated hundreds of times overnight. A step budget stops the loop at a number you pick.

Set it up

  1. Set a workspace daily cap in Settings.
  2. Give each agent a token budget.
  3. Turn on the loop limit.
  4. Check the spend tile at the end of the day.

Cheapest key that fits

The platform can route each task to the cheapest key that still fits, so a quick lookup does not burn the expensive model.