分析MCP解决LLM工具调用标准化痛点的技术优势和Anthropic的商业推动策略，以及开发者何时应该使用MCP、何时可以不用。
Articles by grapeot
The Lure of a Unified Tool Protocol: The Business and Technical Dynamics Behind MCP
Examining why MCP gained popularity for standardizing LLM tool invocation, its technical advantages and limitations, and when developers should adopt it versus building without frameworks.
中年男人换车感想
从性能SUV换到劳斯莱斯库里南后，发现人和车相互塑造影响，油门刹车调校、底盘滤震和路感都在潜移默化改变驾驶风格和心态。
A Middle-Aged Man's Reflections on Changing Cars
How switching from a performance SUV to a Rolls-Royce Cullinan changed my driving style, revealing the mutual influence between users and products through throttle, chassis, and road feel.
从上下文失忆到文档驱动开发：突破Agentic AI的项目规模陷阱
Agentic AI在5000行以上代码失效的根本原因是上下文窗口限制。解决方案：用文档驱动开发作为长期记忆，支持多Agent协作和人机配合工作流。