diff --git a/.github/workflows/deploy-docs.yml b/.github/workflows/deploy-docs.yml new file mode 100644 index 0000000..a39bbc3 --- /dev/null +++ b/.github/workflows/deploy-docs.yml @@ -0,0 +1,58 @@ +name: Deploy VitePress site + +on: + push: + branches: [main] + workflow_dispatch: + +permissions: + contents: read + pages: write + id-token: write + +concurrency: + group: pages + cancel-in-progress: false + +jobs: + build: + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v6 + with: + fetch-depth: 0 # lastUpdated 需要完整 git 历史 + + - name: Setup Pages + uses: actions/configure-pages@v5 + with: + enablement: true # 自动开启 GitHub Pages 并设为 Actions 部署 + + - name: Setup Node + uses: actions/setup-node@v5 + with: + node-version: 24 + cache: npm + + - name: Install dependencies + run: npm install + + - name: Build VitePress + run: npm run build + + - name: Disable Jekyll + run: touch .vitepress/dist/.nojekyll + + - name: Upload artifact + uses: actions/upload-pages-artifact@v4 + with: + path: .vitepress/dist + + deploy: + needs: build + runs-on: ubuntu-latest + environment: + name: github-pages + url: ${{ steps.deployment.outputs.page_url }} + steps: + - id: deployment + uses: actions/deploy-pages@v4 diff --git a/.gitignore b/.gitignore index ca4182d..5098f06 100644 --- a/.gitignore +++ b/.gitignore @@ -9,5 +9,9 @@ CLAUDE.md .baoyu-skills/ translate/ +# VitePress 构建产物 +.vitepress/cache/ +.vitepress/dist/ + # 私密商务资料(内训洽谈、聊天截图等,永不入库) private/ diff --git a/.vitepress/config.ts b/.vitepress/config.ts new file mode 100644 index 0000000..32e0cf6 --- /dev/null +++ b/.vitepress/config.ts @@ -0,0 +1,242 @@ +import { defineConfig } from 'vitepress' + +// ─── 侧边栏 ────────────────────────────────────────────────────────────────── + +const sidebar = [ + { + text: '概念笔记', + collapsed: false, + items: [ + { text: '概念总览', link: '/concepts/00-overview' }, + { text: '仓库即记录系统', link: '/concepts/01-repo-as-source-of-truth' }, + { text: '机械化执行', link: '/concepts/02-mechanical-enforcement' }, + { text: '熵管理与垃圾回收', link: '/concepts/03-entropy-and-garbage-collection' }, + { text: '智能体可读性', link: '/concepts/04-agent-readability' }, + { text: '吞吐量改变合并理念', link: '/concepts/05-throughput-changes-merge' }, + { text: 'Harness 精确定义', link: '/concepts/06-harness-definition' }, + { text: '约束即产品', link: '/concepts/07-spec-as-product' }, + ], + }, + { + text: '独立思考', + collapsed: false, + items: [ + { text: '为什么有这个项目', link: '/thinking/why-this-project-exists' }, + { text: '跨文章深层洞见', link: '/thinking/cross-article-insights' }, + { text: 'AI 时代的软件项目复杂度', link: '/thinking/software-project-complexity-in-the-ai-era' }, + { text: '评估是房间里的大象', link: '/thinking/evaluation-elephant-in-the-room' }, + { text: '修流程,不修代码', link: '/thinking/fix-the-process-not-the-code' }, + { text: 'Böckeler 框架 vs claude-code-harness', link: '/thinking/guides-sensors-meets-claude-code-harness' }, + { text: 'Java 的可驾驭性', link: '/thinking/harnessability-and-java' }, + { text: '个人开发者的 Harness', link: '/thinking/harness-for-solo-developers' }, + { text: 'Meta-Harness 的五个张力', link: '/thinking/meta-harness-tensions' }, + { text: 'SE ↔ Agent 工程对照表', link: '/thinking/se-to-agent-engineering-mapping' }, + { text: 'Subagent 是 child runtime', link: '/thinking/subagent-is-child-runtime' }, + ], + }, + { + text: '动手实践', + collapsed: false, + items: [ + { text: 'Ralph Orchestrator 编排循环', link: '/practice/01-ralph-demo/README' }, + ], + }, + { + text: '反馈记录', + collapsed: false, + items: [ + { text: '翻译即 Harness', link: '/feedback/2026-04-14-translation-as-harness' }, + ], + }, + { + text: '翻译作品', + collapsed: true, + items: [ + { + text: '原创分析', + collapsed: true, + items: [ + { text: '驭缰工程的隐秘叙事', link: '/works/harness-engineering-chinese-interpretation' }, + ], + }, + { + text: 'Martin Fowler 系列', + collapsed: true, + items: [ + { text: 'Harness Engineering 正式版', link: '/works/fowler-harness-engineering-full-translation' }, + { text: 'Harness Engineering 备忘录', link: '/works/fowler-harness-engineering-memo-translation' }, + { text: 'Encoding Team Standards', link: '/works/fowler-encoding-team-standards-translation' }, + { text: 'Feedback Flywheel', link: '/works/fowler-feedback-flywheel-translation' }, + { text: '可维护性传感器', link: '/works/fowler-sensors-translation' }, + { text: '结构化提示驱动开发 SPDD', link: '/works/fowler-spdd-translation' }, + ], + }, + { + text: 'Anthropic 系列', + collapsed: true, + items: [ + { text: 'Scaling Managed Agents', link: '/works/anthropic-managed-agents-translation' }, + { text: '动态工作流', link: '/works/anthropic-dynamic-workflows-translation' }, + { text: '如何遏制 Claude', link: '/works/anthropic-how-we-contain-translation' }, + { text: '质量回归复盘', link: '/works/anthropic-postmortem-translation' }, + { text: '上下文工程新规则', link: '/works/anthropic-context-engineering-claude5-translation' }, + { text: 'C 编译器', link: '/works/anthropic-c-compiler-translation' }, + ], + }, + { + text: 'LangChain 系列', + collapsed: true, + items: [ + { text: '智能体开发生命周期', link: '/works/langchain-adlc-translation' }, + { text: 'Agent 评估清单', link: '/works/langchain-agent-evaluation-checklist-translation' }, + { text: '持续学习', link: '/works/langchain-continual-learning-translation' }, + { text: 'ReviewBench', link: '/works/langchain-reviewbench-translation' }, + { text: 'Deep Agents 解释器', link: '/works/deep-agents-interpreter-translation' }, + { text: 'LangSmith Engine', link: '/works/langsmith-engine-translation' }, + ], + }, + { + text: '学术论文', + collapsed: true, + items: [ + { text: 'Meta-Harness 论文', link: '/works/meta-harness-paper-translation' }, + { text: 'Inside the Scaffold 论文', link: '/works/inside-the-scaffold-paper-translation' }, + { text: 'Agentic Harness Engineering', link: '/works/arxiv-agentic-harness-engineering-translation' }, + { text: '过度积极的编码智能体', link: '/works/arxiv-overeager-coding-agents-translation' }, + ], + }, + { + text: '工程实践', + collapsed: true, + items: [ + { text: 'Codex 编排 Symphony', link: '/works/openai-codex-symphony-translation' }, + { text: 'Agent-driven Development', link: '/works/github-agent-driven-development-translation' }, + { text: '规模化长时自主编码', link: '/works/cursor-scaling-agents-translation' }, + { text: 'METR 实验后续', link: '/works/metr-uplift-update-translation' }, + { text: '用 Rust 重写 Bun', link: '/works/bun-in-rust-translation' }, + ], + }, + { + text: '社区博客', + collapsed: true, + items: [ + { text: '渴望了八年', link: '/works/maganti-eight-years-building-ai-translation' }, + { text: '面向自我改进', link: '/works/weng-harness-self-improvement-translation' }, + { text: '循环工程', link: '/works/osmani-loop-engineering-translation' }, + { text: '正在到来的循环', link: '/works/ronacher-coming-loop-translation' }, + { text: '更好的模型:更差的工具', link: '/works/ronacher-better-models-worse-tools-translation' }, + { text: 'Claude Code 架构逆向', link: '/works/claude-code-architecture-reverse-translation' }, + { text: '我是如何用 AI 写代码的', link: '/works/chris-ai-code-translation' }, + ], + }, + { + text: '中文收录', + collapsed: true, + items: [ + { text: 'Agent Harness 解剖', link: '/works/dotey-pachaar-anatomy-zh-cn-repost' }, + { text: 'Subagent 系列', link: '/works/dongxi-subagent-original' }, + ], + }, + ], + }, + { + text: '工具库', + collapsed: false, + items: [ + { text: '工具地图', link: '/tools/00-overview' }, + { text: 'Ralph Orchestrator', link: '/tools/harnesses/ralph-orchestrator' }, + ], + }, + { + text: '提示词', + collapsed: false, + items: [ + { text: '深度研究追踪', link: '/prompts/deep-research-tracker' }, + ], + }, + { + text: '资源索引', + collapsed: false, + items: [ + { text: '文章索引(74 篇深度摘要)', link: '/references/articles' }, + ], + }, +] + +// ─── 主配置 ──────────────────────────────────────────────────────────────────── + +export default defineConfig({ + lang: 'zh-CN', + base: '/harness-engineering/', + title: 'Harness Engineering', + description: '从概念理解到独立实践的 Harness Engineering 深度学习档案', + + lastUpdated: true, + srcExclude: ['**/.claude/**'], + ignoreDeadLinks: true, + + sitemap: { + hostname: 'https://doraemonblogs.github.io', + }, + + markdown: { + lineNumbers: false, + image: { lazy: true }, + }, + + themeConfig: { + nav: [ + { text: '首页', link: '/' }, + { text: '概念笔记', link: '/concepts/00-overview' }, + { text: '独立思考', link: '/thinking/why-this-project-exists' }, + { text: '翻译作品', link: '/works/harness-engineering-chinese-interpretation' }, + { text: '文章索引', link: '/references/articles' }, + ], + + sidebar, + + search: { + provider: 'local', + options: { + translations: { + button: { buttonText: '搜索文档', buttonAriaLabel: '搜索文档' }, + modal: { + noResultsText: '无法找到相关结果', + resetButtonTitle: '清除查询条件', + footer: { selectText: '选择', navigateText: '切换', closeText: '关闭' }, + }, + }, + }, + }, + + outline: { + label: '本页目录', + level: [2, 3], + }, + + socialLinks: [ + { icon: 'github', link: 'https://github.com/Doraemonblogs/harness-engineering' }, + ], + + footer: { + message: 'Released under the MIT License.', + copyright: 'Copyright © 2026 deusyu', + }, + + lastUpdated: { + text: '最后更新于', + }, + + docFooter: { + prev: '上一篇', + next: '下一篇', + }, + + editLink: { + pattern: 'https://github.com/Doraemonblogs/harness-engineering/edit/main/:path', + text: '在 GitHub 上编辑此页', + }, + + externalLinkIcon: true, + }, +}) diff --git a/.vitepress/theme/custom.css b/.vitepress/theme/custom.css new file mode 100644 index 0000000..a8ce90a --- /dev/null +++ b/.vitepress/theme/custom.css @@ -0,0 +1,58 @@ +/** + * Harness Engineering 文档站自定义样式 + * 配色:靛蓝主色,专业简洁 + */ + +:root { + --vp-c-brand-1: #5b5de3; + --vp-c-brand-2: #4a4cd0; + --vp-c-brand-3: #7c7ee8; + --vp-c-brand-soft: rgba(91, 93, 227, 0.14); + + --vp-font-family-base: -apple-system, BlinkMacSystemFont, "Segoe UI", + Roboto, "PingFang SC", "Hiragino Sans GB", "Microsoft YaHei", + "Noto Sans SC", sans-serif; + + --vp-home-hero-name-color: transparent; + --vp-home-hero-name-background: -webkit-linear-gradient(135deg, #5b5de3, #9b5de3); + --vp-home-hero-image-background-image: linear-gradient(-45deg, #5b5de3 50%, #7c7ee8 50%); + --vp-home-hero-image-filter: blur(40px); + + --vp-button-brand-bg: #5b5de3; + --vp-button-brand-hover-bg: #4a4cd0; + --vp-button-brand-active-bg: #3d3fb8; +} + +.dark { + --vp-c-brand-1: #8b8df0; + --vp-c-brand-2: #7c7ee8; + --vp-c-brand-3: #a0a2f5; + --vp-c-brand-soft: rgba(139, 141, 240, 0.16); +} + +/* 中文字间距优化 */ +.vp-doc p, +.vp-doc li { + line-height: 1.85; +} + +/* 代码块圆角 */ +.vp-code-block { + border-radius: 8px; +} + +/* 表格美化 */ +.vp-doc table { + display: block; + overflow-x: auto; + border-radius: 8px; +} + +/* 特性卡片 hover 微动效 */ +.VPFeature { + transition: box-shadow 0.25s ease, border-color 0.25s ease; +} +.VPFeature:hover { + border-color: var(--vp-c-brand-1); + box-shadow: 0 0 0 1px var(--vp-c-brand-soft), 0 8px 24px rgba(0, 0, 0, 0.06); +} diff --git a/.vitepress/theme/index.ts b/.vitepress/theme/index.ts new file mode 100644 index 0000000..370438e --- /dev/null +++ b/.vitepress/theme/index.ts @@ -0,0 +1,7 @@ +import type { Theme } from 'vitepress' +import DefaultTheme from 'vitepress/theme' +import './custom.css' + +export default { + extends: DefaultTheme, +} satisfies Theme diff --git a/index.md b/index.md new file mode 100644 index 0000000..0877696 --- /dev/null +++ b/index.md @@ -0,0 +1,44 @@ +--- +layout: home + +hero: + name: Harness Engineering + text: 驭缰工程学习指南 + tagline: 一个从概念理解到独立实践的增长型学习档案 — 人类掌舵,智能体执行 + actions: + - theme: brand + text: 开始阅读 + link: /concepts/00-overview + - theme: alt + text: 项目宗旨 + link: /thinking/why-this-project-exists + - theme: alt + text: 文章索引 + link: /references/articles + +features: + - icon: 📦 + title: 仓库即记录系统 + details: 不在仓库里的东西,对智能体不存在。一切决策、规范、计划都以版本化工件提交到仓库。 + link: /concepts/01-repo-as-source-of-truth + - icon: 🗺️ + title: 地图而非手册 + details: AGENTS.md 是目录页,不是百科全书。渐进式披露:从小入口点开始,指向更深层文档。 + link: /concepts/00-overview + - icon: ⚙️ + title: 机械化执行 + details: 文档会腐烂,lint 规则不会。自定义 linter + 结构测试 = 不变量的守护者。 + link: /concepts/02-mechanical-enforcement + - icon: 🤖 + title: 智能体可读性 + details: 优先选择"无聊"技术(API 稳定、训练集覆盖好),为智能体的推理能力优化。 + link: /concepts/04-agent-readability + - icon: 🚀 + title: 吞吐量改变合并理念 + details: 纠错成本低,等待成本高。PR 生命周期很短,测试偶发失败通过后续重跑解决。 + link: /concepts/05-throughput-changes-merge + - icon: ♻️ + title: 熵管理 = 垃圾回收 + details: 智能体会复现仓库中已有的模式——包括坏模式。技术债是高息贷款。 + link: /concepts/03-entropy-and-garbage-collection +--- diff --git a/package-lock.json b/package-lock.json new file mode 100644 index 0000000..74630ad --- /dev/null +++ b/package-lock.json @@ -0,0 +1,2579 @@ +{ + "name": "harness-engineering-docs", + "version": "1.0.0", + "lockfileVersion": 3, + "requires": true, + "packages": { + "": { + "name": "harness-engineering-docs", + "version": "1.0.0", + "devDependencies": { + "vitepress": "^1.6.4" + } + }, + "node_modules/@algolia/abtesting": { + "version": "1.22.0", + "resolved": "https://registry.npmmirror.com/@algolia/abtesting/-/abtesting-1.22.0.tgz", + "integrity": 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2:控制循环策略。智能体按探索策略的灵活性从低到高 在最简单的一端,Agentless 使用独立采样:在定位到相关代码后,它提示 LLM 独立生成候选补丁(默认配置生成 20 个;原始论文使用 4 个定位样本 × 每个 10 个补丁,共计 ≈$ 40 个)。每次生成看到相同的上下文,但可能产生不同的修复方案。然后通过对这些候选方案进行多数投票来选择最终补丁。不存在树结构,候选方案之间也没有交互;每个补丁都是独立生成的。 -DARS-Agent 在其主执行循环中引入了树结构搜索。与 Agentless 将定位和修复分为不同阶段不同,DARS-Agent 没有阶段分离:搜索命令与编辑和执行命令在整个过程中并行可用。该智能体构建一棵搜索树,其中每个节点代表一个动作(如编辑文件、创建文件或提交补丁)。在每个分支点,智能体生成多个备选动作,然后使用一个 LLM 评论者在其中进行选择:评论者接收这些备选方案作为提示,并以 标签响应以指示其选择。然而,与经典树搜索不同,DARS-Agent 没有数值奖励信号,也没有将结果反向传播到较早节点;评论者做出贪心的局部决策,不考虑较早的选择如何影响了后续结果。 +DARS-Agent 在其主执行循环中引入了树结构搜索。与 Agentless 将定位和修复分为不同阶段不同,DARS-Agent 没有阶段分离:搜索命令与编辑和执行命令在整个过程中并行可用。该智能体构建一棵搜索树,其中每个节点代表一个动作(如编辑文件、创建文件或提交补丁)。在每个分支点,智能体生成多个备选动作,然后使用一个 LLM 评论者在其中进行选择:评论者接收这些备选方案作为提示,并以 `` 标签响应以指示其选择。然而,与经典树搜索不同,DARS-Agent 没有数值奖励信号,也没有将结果反向传播到较早节点;评论者做出贪心的局部决策,不考虑较早的选择如何影响了后续结果。 Moatless Tools 实现了完整的蒙特卡洛树搜索 (MCTS) [^11],这与 AlphaGo [^49] 等博弈系统使用的算法相同。搜索树中的每个节点接收数值奖励值(范围从 -100 到 +100),算法维护访问计数以平衡对未尝试路径的探索与对有前景路径的利用。在扩展节点后,奖励沿树反向传播以更新祖先节点,使搜索能够从后续结果中学习,并将精力重新导向更有前景的分支(search_tree.py:326--345)。 @@ -279,7 +279,7 @@ Aider 以 13 种注册编辑格式成为异类,每种格式作为独立的 cod Agentless 在其 Anthropic 路径中的"模拟工具使用"在架构上是独特的。当使用 Anthropic 的 API 时,LLM 调用 str_replace_editor 工具,但每次调用都收到相同的硬编码响应:"File is successfully edited",无论输入是什么。LLM 在编辑后从不看到实际的文件状态;工具调用被提取并在事后应用。这将工具调用 API 用作结构化输出提取技术,而非用于实际执行。 -其余智能体使用同一方法的变体。AutoCodeRover 使用自定义的类 XML 标签 /,而 Gemini CLI 和 Cline 将全文件写入工具与功能上类似于 str_replace_editor 的搜索替换工具相结合。mini-swe-agent 是唯一通过 shell 命令直接编辑文件而非生成补丁供脚手架应用的智能体。 +其余智能体使用同一方法的变体。AutoCodeRover 使用自定义的类 XML 标签 ``/``,而 Gemini CLI 和 Cline 将全文件写入工具与功能上类似于 str_replace_editor 的搜索替换工具相结合。mini-swe-agent 是唯一通过 shell 命令直接编辑文件而非生成补丁供脚手架应用的智能体。 #### 4.2.3 工具发现策略