If your agent can spend money, what actually broke first?

Reddit r/AI_Agents News

Summary

A discussion on real-world problems when AI agents can spend money, such as double payments from retries and expired guardrails, asking for practical experiences.

Budget caps seem like the obvious answer, but I keep wondering if that’s even the hard part. A timeout causes a retry and you pay twice. Something changes after approval. The payment goes through but the task fails, so the agent tries again. Or the guardrail itself expires and nobody notices. Has any of this actually happened to someone running an agent against paid APIs, payment or brokerage APIs, refunds, purchases, or cloud services? How are you handling it today? Rules in the prompt, a wrapper around the tool, or something separate? I’m working around this problem, so definitely biased. Mostly looking for the ugly real stories, not the theoretical ones.
Original Article

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