Philipp Schmid 介绍道，在 USB 等标准出现之前，连接外部设备需要各种各样不同的接口和自定义驱动程序。同样，把 AI 应用程序集成到外部工具和系统中，也曾是一个“Ｍ×Ｎ 问题”。
1. MCP 的目标是通过提供一个通用 API，将这个问题简化为“Ｍ+Ｎ 问题”。工具开发者只需要为每个系统构建 N 个 MCP 服务器，而应用开发者则只需为每个 AI 应用构建 M 个
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Phil Schmid believes that true AI programming is, fundamentally, context programming:
1. He quotes Tobi Lutke: “The art of prompt engineering lies in providing enough context for the
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Pedro Tavares has realized that the marginal cost of adding new software is approaching zero, especially with the advent of large language models (LLMs). But what about the
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Atharva Raykar argues that building with AI can dramatically accelerate development. Speed matters because, used well, it shortens the feedback loop with users and leads to better products.
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Having just celebrated his 42nd birthday, David Smith knows he must keep pushing back against inertia—the longer he waits, the harder it is to restart:
1. He
