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Don't Build Multi-Agents


Frameworks for LLM Agents have been surprisingly disappointing. I want to offer some principles for building agents based on our own trial & error, and explain why some tempting ideas are actually quite bad in practice.

By using React, you embrace building applications with a pattern of reactivity and modularity, which people now accept to be a standard requirement, but this was not always obvious to early web developers. In the age of LLMs and building AI Agents, it feels like we’re still playing with raw HTML & CSS and figuring out how to fit these together to make a good experience. When agents have to actually be reliable while running for long periods of time and maintain coherent conversations, there are certain things you must do to contain the potential for compounding errors.

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