技巧

为何构建代码工具时已有Claude Code和Codex

People keep asking why build a harness when Claude Code & Codex already exist. Building even a ...

精选理由

有人问为何要构建代码工具,当Claude Code和Codex已存在时。构建小型工具能让你了解模型失效原因和参数调整技巧,这些经验可复用到所有工具。

Claude Code和Codex已存在,但构建小型工具能改变使用大型模型的方式。通过构建小型工具,用户能了解模型在什么情况下会失效,失败后需要什么支持,以及哪些参数调整最有效。这些经验可以应用到所有接触到的工具中。

原文 · elvis

People keep asking why build a harness when Claude Code & Codex already exist. Building even a ...

People keep asking why build a harness when Claude Code & Codex already exist. Building even a small one changes how you use the big ones. You learn what breaks, what the model needs after a failure, and which knobs matter. That knowledge transfers to every harness you touch. 💬 5 🔄 2 ❤️ 14 👀 2149 📊 7 ⚡