#框架设计

Drawing on our experience building an AI companionship engine, this article compares the limitations of mainstream Agent frameworks such as LangChain, Dify, LangGraph, and Coze, and documents the core design ideas and trade-offs behind the low-level framework we built for real-time companionship.