How a Silent Agent Loop Cost Me $3k in API Bills (And How I Fixed It)

<p>The Technical Diagnosis: Why Retries Don't Work</p> <p>If you are using frameworks like LangGraph, CrewAI, or AutoGen, you probably have <code>max_retries</code> configured. I did too.</p> <p>But a retry limit only triggers when an agent throws an error (like a 500, a timeout, or a malformed JSON response).</p> <p>An agent loop isn't an error. The LLM is successfully generating tokens. It is re

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