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My Weird Prompts · August 23 · 23 min

Agent Framework Lock-In: What Actually Breaks

Are agent frameworks interchangeable? Not even close. This episode unpacks why LangGraph, CrewAI, and AutoGen use fundamentally different orchestration philosophies — state machines, hierarchical delegation, and conversational agent groups — and why moving between them means a rewrite, not a port. We also cover visual builders like Dify and Coze, the illusion of exportable JSON, what happens when you switch languages, and three dimensions of framework lock-in that can sink a startup. Plus: a look at SKILL.md and the Agent Interaction Protocol — early attempts at a common interchange format for agent capabilities. Episode #223502 — open it directly at myweirdprompts.com/223502

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Are agent frameworks interchangeable? Not even close. This episode unpacks why LangGraph, CrewAI, and AutoGen use fundamentally different orchestration philosophies — state machines, hierarchical delegation, and conversational agent groups — and why moving between them means a rewrite, not a port. We also cover visual builders like Dify and Coze, the illusion of exportable JSON, what happens when you switch languages, and three dimensions of framework lock-in that can sink a startup. Plus: a look at SKILL.md and the Agent Interaction Protocol — early attempts at a common interchange format for agent capabilities.

Episode #223502 — open it directly at myweirdprompts.com/223502

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