Stopping the Burn: Financial Guardrails for Autonomous Agents

Steps

1. Enforce hard cost caps per session.
2. Watch token-to-outcome ratios for stuck loops.
3. Require approval for high-cost tool calls.
4. Truncate overly long histories to reduce input tax.
5. Downgrade models after spend thresholds without success.