what happens when your agent run crashes halfway? do you pay twice?

Reddit r/AI_Agents News

Summary

A practitioner asks the community how to handle crashes, retries, and runaway loops in long-running AI agent workflows without double-paying for model calls, and what orchestration tools people use in production.

I've building ai workflows that run a while and call tools / send stuff / hit apis. what I keep worrying about is a crash or retry in the middle. do you re-pay for the model calls? does anything stop a runaway loop from burning money? curious how you all handle it. not selling anything, no link. - how do you recover when a run dies halfway? restart, checkpoints, custom stuff? - last time a retry or loop cost you more than expected? - what runs your jobs (queue, workflow tool, cron, own code)? wondering what you all do or use any tools to help with this that I could use in prod
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