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I still don’t even know what an agent is. Everyone seems to have their own definition. And invariably it’s generic vagaries about architecture, responsibilities of the LLM, sub-agents, comparisons to workflows, etc.

But still not once have I seen an actual agent in the wild doing concrete work.

A “No True Agent” problem if you will.



Technically speaking, Claude Code is an agent, for example. It's just a fancy term for an LLM that can call tools in a loop until it thinks it's done with whatever it was tasked to do.

ChatGPT's Deep Research mode is also an agent: it will keep crawling the web and refining things until it feels it has enough material to write a good response.




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