Last year, I watched a client burn through $5,000 in LLM credits trying to automate their Shopify product descriptions. The agent, built on a custom LangGraph setup, kept hallucinating product features and generating descriptions that sounded like they were for a completely different store. It was a mess. Everyone talks about AI agents...
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