How do I stop AI agent infinite loops?

Add max retries per tool, failure budgets per run, and timeouts per process. Start with their code: cap at 3 retries, budget 5-10 errors.

What causes infinite loops in AI agents?

Missing exit conditions on systematic failures like rate limits (429s) or bad inputs. Agents retry blindly without budgets.

Are AI agent frameworks safe for production?

Most aren't—optimized for tasks, not halts. Retrofit safeties or pick ones baking them in, like emerging platforms from Vercel. Word count: 942.

🤖 AI Dev Tools

The $400 Infinite Loop That Exposed AI Agents' Dirty Secret

Picture this: your AI agent hammers a rate-limited API for 90 minutes straight, racking up $400 in needless calls. That's the infinite loop nightmare that hit Anythoughts.ai—and the fix that saved their bacon.

theAIcatchup Apr 08, 2026 3 min read

AI agent icon trapped in a looping arrow, with rising dollar signs and API error codes

⚡ Key Takeaways

Layer defenses: tool retries, run budgets, global timeouts to kill infinite loops. 𝕏
Define success, failure, and cost limits before any agent deploy. 𝕏
Most frameworks prioritize persistence over safety—add it yourself or face $400+ bills. 𝕏

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