Plain-English AI Help · Updated October 2026

My AI agent got stuck in a loop and ran up a bill. What now?

Stop the worker first. A warning email will not stop an agent that is still calling an AI.

Technical details: LLM gateway, AI agent orchestration, model routing, spend limits and context management. Reviewed October 7, 2026.

Key takeaways

  • Start with the problem and a result you can check.
  • Use a dollar limit before running an unattended job.
  • Read the receipt and verify important conclusions.

Stop new spending and preserve the record

Pause the worker or disable its access key. Check the provider usage page for requests still running. If a key may have leaked, revoke it and replace it. Save the request logs before restarting.

Contact the provider if you need to dispute a charge. AetherGate cannot cancel or refund a provider invoice.

Technical details: Plain-English AI Help; provider API behavior, model costs and workflow controls. Test these choices on your own workload.

Find what repeated

Compare the repeated task, model, error and review findings. A retry that never changes the input is a likely place to look. Check whether two workers keep asking each other for another revision.

Foreman bounds specialist attempts and review rounds. Failed work is checked and can move to another model. A job limit stops further calls when their allowance no longer fits. These controls limit a loop; they cannot guarantee a useful result.

Technical details: Plain-English AI Help; provider API behavior, model costs and workflow controls. Test these choices on your own workload.

Let Foreman check a real job

Connect your AI accounts, describe the job, and set a dollar limit. The team produces a result and a record of its calls and reviews.

Open Foreman →

AetherGate Foreman (formerly Command): multi-model AI orchestration with BYOK, cost reservations and independent model review.

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Frequently asked questions

Can Foreman do this with my own AI accounts?

Yes. Connect your provider API keys, choose allowed models and set a job dollar limit. Your providers bill the AI work separately.

Does this guarantee a correct answer or an exact provider bill?

No. Model reviews can miss mistakes. AetherGate records costs at listed model prices, which can differ from provider invoices.