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Tags: frameworks* + langchain* + production engineering*

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1. The Hidden Costs of LangChain, CrewAI, PydanticAI and Others: Why Popular AI Frameworks Are Failing Production Teams

   An article discussing the hidden costs and limitations of popular AI frameworks like LangChain, CrewAI, and PydanticAI, and introducing Atomic Agents as a potential solution.

   2025-07-15 Tags: langchain, crewai, pydanticai, frameworks, production engineering, agents, llm by klotz

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