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Reddit: $4,200 OpenAI Bill from AI Agent Infinite Loop — Zero Built-In Safeguards
A developer reported a $4,200 OpenAI bill after a customer support agent got stuck in a recursive loop with a CRM tool call — the agent didn't fail, it just kept retrying the same action indefinitely. The incident highlights a growing pattern: multi-agent frameworks like LangGraph, CrewAI, and AutoGen often lack native operational safeguards such as global state tracking or automated termination conditions. Separate incidents document costs escalating from $127 to $18,400/week and a $47,000 multi-agent observability failure.
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