Nipher Yang · 个人网站https://nipher.top/zh-cnhttps://nipher.top/posts/02-%E5%B7%A5%E5%85%B7%E8%B0%83%E7%94%A8%E4%B9%8B%E5%89%8D-%E5%85%88%E5%AD%A6%E4%BC%9A%E6%8B%92%E7%BB%9D/https://nipher.top/posts/02-%E5%B7%A5%E5%85%B7%E8%B0%83%E7%94%A8%E4%B9%8B%E5%89%8D-%E5%85%88%E5%AD%A6%E4%BC%9A%E6%8B%92%E7%BB%9D/记录 nipher-harness 第二阶段的第一部分：从工具协议与第一个 read_file 工具开始，建立工作区边界、敏感文件保护和可回灌的工具执行结果。Tue, 01 Sep 2026 00:00:00 GMThttps://nipher.top/posts/01-%E4%BB%8E%E9%9B%B6%E5%BC%80%E5%A7%8B%E5%88%B0%E7%AC%AC%E4%B8%80%E6%AC%A1%E8%B0%83%E7%94%A8llm/https://nipher.top/posts/01-%E4%BB%8E%E9%9B%B6%E5%BC%80%E5%A7%8B%E5%88%B0%E7%AC%AC%E4%B8%80%E6%AC%A1%E8%B0%83%E7%94%A8llm/记录 nipher-harness 的第一阶段开发过程：从项目立项与技术选型开始，使用 Bun 与 TypeScript 搭建基础结构，完成 DeepSeek API 接入，并让程序真正获得第一次模型回复。Sun, 30 Aug 2026 00:00:00 GMThttps://nipher.top/posts/what-is-a-react-loop/https://nipher.top/posts/what-is-a-react-loop/单 Agent 的核心组成，就是 ReAct，可想它很重要，然而并不难懂，我们来看看怎么个事吧！Thu, 20 Aug 2026 00:00:00 GMThttps://nipher.top/posts/deepseek-harness-%E5%8A%A8%E6%89%8B%E7%AF%87/https://nipher.top/posts/deepseek-harness-%E5%8A%A8%E6%89%8B%E7%AF%87/02. 五步跑通，顺便把概念都验证一遍Tue, 18 Aug 2026 00:00:00 GMThttps://nipher.top/posts/deepseek-harness-%E6%A6%82%E5%BF%B5%E7%AF%87/https://nipher.top/posts/deepseek-harness-%E6%A6%82%E5%BF%B5%E7%AF%87/01. DSH 是如何实现、基于哪些工具组成的？Tue, 18 Aug 2026 00:00:00 GMThttps://nipher.top/posts/%E4%BB%8E%E9%9B%B6%E6%90%AD%E5%BB%BA%E4%B8%80%E4%B8%AA%E6%9D%82%E5%BF%97%E9%A3%8E%E4%B8%AA%E4%BA%BA%E5%8D%9A%E5%AE%A2/https://nipher.top/posts/%E4%BB%8E%E9%9B%B6%E6%90%AD%E5%BB%BA%E4%B8%80%E4%B8%AA%E6%9D%82%E5%BF%97%E9%A3%8E%E4%B8%AA%E4%BA%BA%E5%8D%9A%E5%AE%A2/用 Astro + Pagefind 重建博客的完整记录：内容集合、静态搜索、RSS 与杂志编辑式排版。Sat, 15 Aug 2026 00:00:00 GMThttps://nipher.top/posts/%E9%87%8D%E6%96%B0%E5%BC%80%E5%A7%8B%E8%BF%99%E4%BB%B6%E4%BA%8B/https://nipher.top/posts/%E9%87%8D%E6%96%B0%E5%BC%80%E5%A7%8B%E8%BF%99%E4%BB%B6%E4%BA%8B/关于放下、清空与再次出发的一点随笔。Fri, 14 Aug 2026 00:00:00 GMT