How do I stop AI agent infinite loops ?

Add retry caps per tool, failure budgets per run, and timeouts. Start with max_retries=3, budget=5-10, timeout=10min.

What causes AI agents to loop forever?

Rate limits, bad inputs, missing perms—systematic fails where defaults retry blindly without exit conditions.

Are agent frameworks safe for production?

Not yet. Most lack built-in halts; retrofit or pick ones with budgets/timeouts.

$400 Burned: The Infinite Loop Trap Killing AI Agents

Everyone thought AI agents would just work, humming along on autopilot. Then one got stuck retrying a rate limit forever, torching $400 in an afternoon.

theAIcatchup Apr 08, 2026 3 min read 23 views

AI agent icon trapped in a looping arrow, with dollar signs flying out

⚡ Key Takeaways

AI agents loop infinitely on systematic failures like rate limits, burning API costs fast. 𝕏
Fix with three layers: per-tool retries, run failure budgets, global timeouts. 𝕏
Production rule: define success, failure, and max burn before shipping. 𝕏

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theAIcatchup

Community-driven. Code-first.

#AI agents #agent frameworks #infinite loops #production AI

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Originally reported by Dev.to

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