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Author name: Alex Chen

Alex Chen is a senior software engineer with 8 years of experience building AI-powered applications. He has worked at startups and enterprise companies, shipping production systems using LangChain, OpenAI API, and various vector databases. He writes about practical AI development, tool comparisons, and lessons learned the hard way.

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Automation

My AI Agents Struggle With Uncooperative Software

AI agents work great until they encounter software that doesn’t want to cooperate. APIs that randomly change their response format. OAuth flows that expire at the worst possible moment. Rate limits that kick in without warning. Error messages that say nothing useful.

I’ve been dealing with uncooperative software for 8 months of agent development. Here are

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