How do I let an agent act without letting it act wrongly?

Safety

Confirm-first actions, biometric tiering, scoped tokens and the audit trail you need before an agent touches money.

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Confirm cards: letting an agent act without losing control

If the confirmation lives in the prompt it is a suggestion. Make it a branch in your server code, and decide the tier per tool rather than per sentence.