From 29e9039eee29bf627f400de511e4887a9305a014 Mon Sep 17 00:00:00 2001 From: deusyu Date: Thu, 27 Aug 2026 14:31:08 +0800 Subject: [PATCH] =?UTF-8?q?docs:=20=E6=94=B6=E5=BD=95=202026-08-27=20?= =?UTF-8?q?=E8=B0=83=E7=A0=94=E6=89=B9=E6=AC=A1=EF=BC=88=E7=BC=96=E5=8F=B7?= =?UTF-8?q?=E6=9D=A1=E7=9B=AE=20+5=20=E2=86=92=2079=20=E7=AF=87=20+=20?= =?UTF-8?q?=E8=A7=82=E5=AF=9F=E9=A1=B9=2038=20=E8=A1=8C=20+=20=E5=AD=98?= =?UTF-8?q?=E9=87=8F=E5=9B=9E=E6=89=AB=E8=BD=AE=E6=8D=A2=E8=AE=B0=E5=BD=95?= =?UTF-8?q?=EF=BC=89?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit - works/ 新增 6 篇翻译(5 个编号条目):#71 Böckeler TDD 实证否定、#72 Osmani loop 落地、 #73 Zalando 组织级快照、#74 Pi 双篇(定义+compaction 白盒)、#75 ⭐StarHarness 跨模型迁移证据 - 旧 #71–74(脉络二/三)顺移为 #76–79,全部 #73 文字引用同步更新 - 观察项 +38 行:8 月增量(DeepSeek Harness、路由双证、auto mode 拐点、HF 蜂群事故等 22 行) + arXiv 8 月论文 16 行(自演化失效模式/安全审计爆发,同题合并行) + 2 个信源级合并行(langchain/claude.com 存量回扫系统性缺口) - deep-research-tracker:去重清单同步至 79 篇、轮换记录表新增 2026-08-27 行 (sitemap 全量法教训)、下一轮轮换建议更新 - 全部下游计数缓存同步(README×2 badge/目录树/脉络表/翻译表、AGENTS×3),C1–C14 全绿 --- AGENTS.md | 2 +- README.en.md | 22 +- README.md | 22 +- prompts/deep-research-tracker.md | 14 +- references/AGENTS.md | 17 +- references/articles.md | 188 ++++++++- works/AGENTS.md | 6 + works/arxiv-starharness-translation.md | 263 ++++++++++++ works/fowler-tdd-in-agent-loop-translation.md | 334 +++++++++++++++ .../eops_benchmark_comparison.png | Bin 0 -> 136464 bytes .../harness_comparison_automationbench.png | Bin 0 -> 100753 bytes .../harness_comparison_eops.png | Bin 0 -> 91459 bytes .../harness_comparison_itbench.png | Bin 0 -> 89069 bytes .../starharness_overview.png | Bin 0 -> 792925 bytes .../tdd_by_agents_costs_benefits.png | Bin 0 -> 336687 bytes .../tdd_comparison_overview.svg | 381 ++++++++++++++++++ .../anatomy-of-a-loop.svg | 49 +++ .../choose-your-primitive.svg | 49 +++ .../four-kinds-of-loops.png | Bin 0 -> 626412 bytes .../goal-write-a-condition.svg | 49 +++ .../loop-cadence.svg | 49 +++ .../loop-plus-goal.svg | 49 +++ .../maker-and-checker.svg | 49 +++ .../triage-in-practice.svg | 49 +++ .../where-to-point-a-loop.svg | 49 +++ .../worktrees-isolation.svg | 49 +++ .../royal-robbins-el-capitan-climbing-05.png | Bin 0 -> 751613 bytes .../message_bytes.png | Bin 0 -> 84258 bytes .../pr_size_distribution.png | Bin 0 -> 115911 bytes .../zalando-agentic-engineering/total_ccn.png | Bin 0 -> 87563 bytes ...-practical-loop-engineering-translation.md | 164 ++++++++ works/pi-compaction-translation.md | 142 +++++++ works/pi-what-is-a-harness-translation.md | 79 ++++ ...zalando-agentic-engineering-translation.md | 176 ++++++++ 34 files changed, 2203 insertions(+), 48 deletions(-) create mode 100644 works/arxiv-starharness-translation.md create mode 100644 works/fowler-tdd-in-agent-loop-translation.md create mode 100644 works/imgs/arxiv-starharness/eops_benchmark_comparison.png create mode 100644 works/imgs/arxiv-starharness/harness_comparison_automationbench.png create mode 100644 works/imgs/arxiv-starharness/harness_comparison_eops.png create mode 100644 works/imgs/arxiv-starharness/harness_comparison_itbench.png create mode 100644 works/imgs/arxiv-starharness/starharness_overview.png create mode 100644 works/imgs/fowler-tdd-in-agent-loop/tdd_by_agents_costs_benefits.png create mode 100644 works/imgs/fowler-tdd-in-agent-loop/tdd_comparison_overview.svg create mode 100644 works/imgs/osmani-practical-loop-engineering/anatomy-of-a-loop.svg create mode 100644 works/imgs/osmani-practical-loop-engineering/choose-your-primitive.svg create mode 100644 works/imgs/osmani-practical-loop-engineering/four-kinds-of-loops.png create mode 100644 works/imgs/osmani-practical-loop-engineering/goal-write-a-condition.svg create mode 100644 works/imgs/osmani-practical-loop-engineering/loop-cadence.svg create mode 100644 works/imgs/osmani-practical-loop-engineering/loop-plus-goal.svg create mode 100644 works/imgs/osmani-practical-loop-engineering/maker-and-checker.svg create mode 100644 works/imgs/osmani-practical-loop-engineering/triage-in-practice.svg create mode 100644 works/imgs/osmani-practical-loop-engineering/where-to-point-a-loop.svg create mode 100644 works/imgs/osmani-practical-loop-engineering/worktrees-isolation.svg create mode 100644 works/imgs/pi-what-is-a-harness/royal-robbins-el-capitan-climbing-05.png create mode 100644 works/imgs/zalando-agentic-engineering/message_bytes.png create mode 100644 works/imgs/zalando-agentic-engineering/pr_size_distribution.png create mode 100644 works/imgs/zalando-agentic-engineering/total_ccn.png create mode 100644 works/osmani-practical-loop-engineering-translation.md create mode 100644 works/pi-compaction-translation.md create mode 100644 works/pi-what-is-a-harness-translation.md create mode 100644 works/zalando-agentic-engineering-translation.md diff --git a/AGENTS.md b/AGENTS.md index 83631ea..675f384 100644 --- a/AGENTS.md +++ b/AGENTS.md @@ -23,7 +23,7 @@ - [x] Phase 2:形成自己的观点(thinking/,11 篇,持续中) - [x] Phase 3:选一个小项目实践(practice/,1 个 Ralph Demo) - [x] Phase 4:记录反馈迭代(feedback/,1 篇,持续中) -- [x] Phase 5:输出可展示的作品(works/,34 篇翻译 + 1 篇原创 + 2 篇外部中文收录) +- [x] Phase 5:输出可展示的作品(works/,40 篇翻译 + 1 篇原创 + 2 篇外部中文收录) > 进度详情以人类向 README.md 的"学习路线"段为准;本节是给智能体的快照。 diff --git a/README.en.md b/README.en.md index 6355fdd..2571b69 100644 --- a/README.en.md +++ b/README.en.md @@ -1,8 +1,8 @@ [中文](README.md) | English ![License: MIT](https://img.shields.io/badge/license-MIT-blue) -![Articles](https://img.shields.io/badge/articles-74-green) -![Translations](https://img.shields.io/badge/translations-34-orange) +![Articles](https://img.shields.io/badge/articles-79-green) +![Translations](https://img.shields.io/badge/translations-40-orange) [![Read online](https://img.shields.io/badge/read%20online-harness.dyu.sh-c2481d)](https://harness.dyu.sh) # Harness Engineering Study Guide @@ -117,10 +117,10 @@ harness-engineering/ ├── thinking/ # Phase 2: Independent analysis (11 articles) ├── practice/ # Phase 3: Hands-on experiments (1 Ralph Demo) ├── feedback/ # Phase 4: Lessons learned (1 article) -├── works/ # Phase 5: Shareable outputs (34 translations + 1 original + 2 external Chinese captures) +├── works/ # Phase 5: Shareable outputs (40 translations + 1 original + 2 external Chinese captures) ├── tools/ # Tools that reduce the 6 complexity dimensions ├── prompts/ # Validated prompts collection -└── references/ # External resource index (74 articles with deep summaries) +└── references/ # External resource index (79 articles with deep summaries) ``` Each subdirectory has its own `AGENTS.md` explaining its purpose and conventions — a direct practice of the "progressive disclosure" principle from the original article. @@ -131,15 +131,15 @@ Each subdirectory has its own `AGENTS.md` explaining its purpose and conventions - [x] **Phase 2: Form your own opinions** — 11 independent analyses (ongoing) - [x] **Phase 3: Pick a small project to practice** — Ralph Demo completed (321s, $0.31) - [x] **Phase 4: Record feedback & iterations** — 1 article (ongoing) -- [x] **Phase 5: Produce shareable work** — 34 professional translations + 1 original synthesis + 2 external Chinese captures +- [x] **Phase 5: Produce shareable work** — 40 professional translations + 1 original synthesis + 2 external Chinese captures ## 📚 Research Library -74 articles across three knowledge tracks + 2 extended readings: +79 articles across three knowledge tracks + 2 extended readings: | Track | Coverage | Perspectives | |-------|----------|-------------| -| AI-Era Harness Engineering | 70 articles | OpenAI → Fowler → Anthropic → LangChain → Stanford → Claude Code reverse engineering & source leak → Subagent runtime → Sensors/SPDD/ADLC → Out-of-scope, safety auditing & quality postmortems → Evaluation trilogy → Dynamic workflows → Origins (Ralph / Hashimoto) & discipline synthesis → Codex harness anatomy → Loop Engineering trilogy → Self-evolving harnesses & RSI → Formal verification → Multi-agent scaling (Cursor / C compiler) → Official containment & evals methodology → Behavior maps / DSLs / local models / outer-loop accountability → industrial-scale mechanical porting (Bun) & harness-model co-evolution (HarnessX) → long-running harness foundations & eval-environment confounders (Anthropic backfill) → harness operations metrics & reward hacking (Cursor backfill) → tool schemas are not neutral → the software-factory debate (Dex Horthy / Osmani) → agent-swarm cost economics → deleting 80% of the system prompt → a code-review-sensor benchmark (ReviewBench) | +| AI-Era Harness Engineering | 75 articles | OpenAI → Fowler → Anthropic → LangChain → Stanford → Claude Code reverse engineering & source leak → Subagent runtime → Sensors/SPDD/ADLC → Out-of-scope, safety auditing & quality postmortems → Evaluation trilogy → Dynamic workflows → Origins (Ralph / Hashimoto) & discipline synthesis → Codex harness anatomy → Loop Engineering trilogy → Self-evolving harnesses & RSI → Formal verification → Multi-agent scaling (Cursor / C compiler) → Official containment & evals methodology → Behavior maps / DSLs / local models / outer-loop accountability → industrial-scale mechanical porting (Bun) & harness-model co-evolution (HarnessX) → long-running harness foundations & eval-environment confounders (Anthropic backfill) → harness operations metrics & reward hacking (Cursor backfill) → tool schemas are not neutral → the software-factory debate (Dex Horthy / Osmani) → agent-swarm cost economics → deleting 80% of the system prompt → a code-review-sensor benchmark (ReviewBench) → empirical refutation of TDD-as-process (Böckeler) → practical loop engineering (Osmani) → an org-scale adoption snapshot (Zalando) → open neutral harnesses & white-box compaction (Pi duo) → frozen-artifact cross-model transfer (StarHarness) | | Cloud-Native Harness.io | 2 articles | CI/CD platform architecture (same name, different meaning) | | Efficiency Paradox & Capability Evolution | 2 articles | YDD systematic teardown + METR follow-up (measurement-methodology crisis) | | Extended Reading | 2 articles | Context Engineering, Human-Agent collaboration | @@ -149,12 +149,18 @@ See [references/articles.md](references/articles.md) — each article includes c ## 📖 Translations
-34 Chinese translations of key articles (click to expand) +40 Chinese translations of key articles (click to expand) | Translation | Original Author | Source | |-------------|----------------|--------| | ⭐ [Eight Years of Wanting](works/maganti-eight-years-building-ai-translation.md) | Lalit Maganti | Personal blog | | [Evaluating code review agents with ReviewBench](works/langchain-reviewbench-translation.md) | Nick Hollon | LangChain | +| [TDD inside the agent loop - theater or actual value?](works/fowler-tdd-in-agent-loop-translation.md) | Birgitta Böckeler | martinfowler.com | +| [Practical Loop Engineering](works/osmani-practical-loop-engineering-translation.md) | Addy Osmani | AddyOsmani.com | +| [Agentic Engineering at Zalando: A Snapshot](works/zalando-agentic-engineering-translation.md) | Bartosz Ocytko | Zalando Engineering | +| [What Is a Harness?](works/pi-what-is-a-harness-translation.md) | Earendil / Pi team | earendil.com | +| [How Compaction Works in Pi](works/pi-compaction-translation.md) | Earendil / Pi team | earendil.com | +| [StarHarness: Evolving Harnesses with Stratified Search](works/arxiv-starharness-translation.md) | ServiceNow / Mila et al. | arXiv | | [The New Rules of Context Engineering for Claude 5](works/anthropic-context-engineering-claude5-translation.md) | Thariq Shihipar | Anthropic / Claude | | [Better Models: Worse Tools](works/ronacher-better-models-worse-tools-translation.md) | Armin Ronacher | Personal blog | | [Rewriting Bun in Rust](works/bun-in-rust-translation.md) | Jarred Sumner | Bun Blog | diff --git a/README.md b/README.md index 6d55270..834331c 100644 --- a/README.md +++ b/README.md @@ -1,8 +1,8 @@ 中文 | [English](README.en.md) ![License: MIT](https://img.shields.io/badge/license-MIT-blue) -![Articles](https://img.shields.io/badge/articles-74-green) -![Translations](https://img.shields.io/badge/translations-34-orange) +![Articles](https://img.shields.io/badge/articles-79-green) +![Translations](https://img.shields.io/badge/translations-40-orange) [![在线阅读](https://img.shields.io/badge/在线阅读-harness.dyu.sh-c2481d)](https://harness.dyu.sh) # Harness Engineering 学习指南 @@ -116,10 +116,10 @@ harness-engineering/ ├── thinking/ # Phase 2:独立思考与质疑(11 篇) ├── practice/ # Phase 3:小项目实验(1 个 Ralph Demo) ├── feedback/ # Phase 4:踩坑与迭代心得(1 篇) -├── works/ # Phase 5:可展示的作品(34 篇翻译 + 1 篇原创 + 2 篇外部中文收录) +├── works/ # Phase 5:可展示的作品(40 篇翻译 + 1 篇原创 + 2 篇外部中文收录) ├── tools/ # 工具具像化:降低 6 维复杂度的杠杆库 ├── prompts/ # 验证有效的提示词积累 -└── references/ # 外部资源索引(74 篇文章深度摘要) +└── references/ # 外部资源索引(79 篇文章深度摘要) ``` 每个子目录都有自己的 `AGENTS.md`,说明该目录的用途和写作约定。这本身就是原文「渐进式披露」的实践。 @@ -130,15 +130,15 @@ harness-engineering/ - [x] **Phase 2:形成自己的观点** — 11 篇独立思考(持续中) - [x] **Phase 3:选一个小项目实践** — Ralph Demo 完成(321 秒,$0.31) - [x] **Phase 4:记录反馈迭代** — 1 篇(持续中) -- [x] **Phase 5:输出可展示的作品** — 34 篇专业翻译 + 1 篇原创综合分析 + 2 篇外部中文收录 +- [x] **Phase 5:输出可展示的作品** — 40 篇专业翻译 + 1 篇原创综合分析 + 2 篇外部中文收录 ## 📚 研究资料库 -跨三条知识脉络 74 篇文章 + 2 篇延伸阅读: +跨三条知识脉络 79 篇文章 + 2 篇延伸阅读: | 脉络 | 覆盖 | 核心视角 | |------|------|---------| -| AI 时代的 Harness Engineering | 70 篇 | OpenAI → Fowler → Anthropic → LangChain → Stanford → Claude Code 逆向与源码实锤 → Subagent runtime → 传感器/SPDD/ADLC → 越界·安全审计·质量复盘 → 评测三部曲 → 动态工作流 → 起源考据(Ralph / Hashimoto)与学科汇流 → Codex harness 解剖 → Loop Engineering 三部曲 → 自演化 harness 与 RSI → 形式化验证 → 多智能体并行规模化(Cursor / C compiler)→ 遏制与评测官方方法论 → 行为地图 / DSL / 本地模型 / 外环问责 → 工业级机械移植(Bun)与 harness-模型共演化(HarnessX)→ 长时 harness 奠基与评测环境混杂(Anthropic 存量)→ harness 运维度量与奖励作弊(Cursor 存量)→ 工具 schema 不中立 → 软件工厂之争(Dex Horthy / Osmani)→ 智能体蜂群成本经济学 → 删掉 80% 系统提示词 → 代码评审传感器基准(ReviewBench) | +| AI 时代的 Harness Engineering | 75 篇 | OpenAI → Fowler → Anthropic → LangChain → Stanford → Claude Code 逆向与源码实锤 → Subagent runtime → 传感器/SPDD/ADLC → 越界·安全审计·质量复盘 → 评测三部曲 → 动态工作流 → 起源考据(Ralph / Hashimoto)与学科汇流 → Codex harness 解剖 → Loop Engineering 三部曲 → 自演化 harness 与 RSI → 形式化验证 → 多智能体并行规模化(Cursor / C compiler)→ 遏制与评测官方方法论 → 行为地图 / DSL / 本地模型 / 外环问责 → 工业级机械移植(Bun)与 harness-模型共演化(HarnessX)→ 长时 harness 奠基与评测环境混杂(Anthropic 存量)→ harness 运维度量与奖励作弊(Cursor 存量)→ 工具 schema 不中立 → 软件工厂之争(Dex Horthy / Osmani)→ 智能体蜂群成本经济学 → 删掉 80% 系统提示词 → 代码评审传感器基准(ReviewBench)→ TDD 过程实证否定与结果度量(Böckeler)→ loop 日常落地(Osmani)→ 组织级采纳快照(Zalando)→ 开放中立 harness 与 compaction 白盒(Pi 双篇)→ 冻结工件跨模型迁移(StarHarness) | | 云原生 Harness.io | 2 篇 | CI/CD 平台架构(同名不同义的参照) | | 效率悖论与能力进化 | 2 篇 | YDD 系统性拆解 + METR 实验后续(测量方法论危机) | | 延伸阅读 | 2 篇 | Context Engineering、人机协作 | @@ -148,12 +148,18 @@ harness-engineering/ ## 📖 翻译作品
-34 篇核心文章的中文翻译(点击展开) +40 篇核心文章的中文翻译(点击展开) | 作品 | 原作者 | 来源 | |------|--------|------| | ⭐ [渴望了八年,用 AI 三个月造出来](works/maganti-eight-years-building-ai-translation.md) | Lalit Maganti | 个人博客 | | [用 ReviewBench 评测代码评审智能体](works/langchain-reviewbench-translation.md) | Nick Hollon | LangChain | +| [agent loop 里的 TDD:走形式还是真价值?](works/fowler-tdd-in-agent-loop-translation.md) | Birgitta Böckeler | martinfowler.com | +| [Practical Loop Engineering(循环的日常落地)](works/osmani-practical-loop-engineering-translation.md) | Addy Osmani | AddyOsmani.com | +| [Zalando 的 Agentic 工程快照](works/zalando-agentic-engineering-translation.md) | Bartosz Ocytko | Zalando Engineering | +| [What Is a Harness?(harness 是什么)](works/pi-what-is-a-harness-translation.md) | Earendil / Pi 团队 | earendil.com | +| [Compaction 在 Pi 里如何工作](works/pi-compaction-translation.md) | Earendil / Pi 团队 | earendil.com | +| [StarHarness:分层搜索演化企业环境 harness](works/arxiv-starharness-translation.md) | ServiceNow / Mila 等 | arXiv | | [Claude 5 世代模型的上下文工程新规则](works/anthropic-context-engineering-claude5-translation.md) | Thariq Shihipar | Anthropic / Claude | | [更好的模型:更差的工具](works/ronacher-better-models-worse-tools-translation.md) | Armin Ronacher | 个人博客 | | [用 Rust 重写 Bun](works/bun-in-rust-translation.md) | Jarred Sumner | Bun Blog | diff --git a/prompts/deep-research-tracker.md b/prompts/deep-research-tracker.md index 15f571e..f60972a 100644 --- a/prompts/deep-research-tracker.md +++ b/prompts/deep-research-tracker.md @@ -61,11 +61,11 @@ > 它必须自包含,因为搜索器无法访问 `references/articles.md`。 > > **维护纪律:** 当 `references/articles.md` 新增/删除条目时,**同一次提交中**必须同步更新本节。两份内容的口径(脉络划分、篇数、产品/项目清单)应保持完全一致。 -> 本节最近一次同步:2026-08-05(与 `articles.md` 当前内容对齐:74 篇文章 + 1 项已跟踪产品)。 +> 本节最近一次同步:2026-08-27(与 `articles.md` 当前内容对齐:79 篇文章 + 1 项已跟踪产品)。 -**核心文章 74 篇,分布于三条脉络:** +**核心文章 79 篇,分布于三条脉络:** -- **脉络一 — AI 时代 Harness Engineering(70 篇):** +- **脉络一 — AI 时代 Harness Engineering(75 篇):** - OpenAI "Harness engineering"(原点,2026-02-11)/ "An open-source spec for Codex orchestration: Symphony"(2026-04-27,任务跟踪器作为控制平面) - Fowler/Böckeler "Harness engineering for coding agent users"(2026-04-02)+ 前传备忘录(2026-02-17) - LangChain "The Anatomy of an Agent Harness"(2026-03)/ "Continual Learning for AI Agents"(2026-04-05)/ "Agent Evaluation Readiness Checklist" @@ -132,6 +132,11 @@ - Rethinking Harness Evolution 论文(arXiv 2607.12227,自动 harness 演化的第一份系统性负面结果:同等预算下不稳定优于 test-time scaling、泛化有限) - LangChain "How We Benchmark Deep Agents"(2026-07-23)+ "IssueBench"(2026-07-20)——Harbor 评测栈:Harbor-Index 82 任务 / lite 冻结子集 / capability suite;IssueBench 15 类失败分类法与 issue 集层面判分 - LangChain / Nick Hollon "Evaluating code review agents with ReviewBench"(2026-07-31,真实 PR 评审意见策展成 59 任务 / 64 基线问题;裸 harness 最强召回 ~30%,prompt-only 调优 Luna 0.13→0.32 反超 Opus/Kimi) + - Fowler / Birgitta Böckeler "TDD inside the agent loop - theater or actual value?"(2026-08-10,agent loop 内 TDD 实证否定:盲评质量无差异、mutation score 无差异、token 3–8.5 倍;别规定过程,度量结果) + - Addy Osmani "Practical Loop Engineering"(2026-08-14,loop 系列日常落地环:踩坑实录 + 80K star 仓库分诊循环 + fine print 运维细则) + - Zalando / Bartosz Ocytko "Agentic Engineering at Zalando: A Snapshot"(2026-08-14,250+ 团队非供应商组织级快照:事故分析→PR 风险分级→33% 自动放行→lead time -20~40%) + - Earendil / Pi 团队双篇 "What Is a Harness?" + "How Compaction Works in Pi"(2026-08-20 / 08-13,harness 定义+用户侧中立主张 / compaction 白盒实现,与 Codex 端点化对照) + - StarHarness 论文(arXiv 2608.24804,ServiceNow/Mila,2026-08-25,冻结 harness 工件跨 GPT/Qwen 迁移 12 行全正 +10.7~+46.3pp;跨模型可移植性首个正面证据) - **脉络二 — 云原生 Harness.io(2 篇):** Harness.io 官方全局架构 / Google Cloud 集成场景 - **脉络三 — 效率悖论(2 篇):** YDD/Miss-you "效率悖论的系统性拆解"(2026-03-03)/ METR 实验后续 + 自报调查(2026-02-24 + 2026-05-11,"慢 19%"的官方后续:弱证据转向加速 + RCT 方法论危机) @@ -326,7 +331,8 @@ | 2026-07-21 | (教训来源,未做系统回扫) | 事后补收 #48 / #49 / #50 / #47 | | 2026-07-27 | ① anthropic.com/engineering 全量列表 ② cursor.com/blog 全量 slug 清单 | #58 Effective harnesses(2025-11)、#59 基础设施噪声(2026-02)、#60 持续改进 agent harness(2026-04)、#61 奖励作弊(2026-06)——四篇均为 harness 主题正中靶心却漏网数月 | | 2026-08-03 | ① openai.com/sitemap.xml/engineering 全量 URL+lastmod ② martinfowler.com/feed.atom(GenAI 归档) | 无漏网存量:OpenAI Engineering 分类的 harness 主题件(harness-engineering / unrolling / unlocking / symphony / windows-sandbox / core-dump / websockets / how-agents-transforming-work)均已在编号正文或观察项;其余 gpt-5.6 / atlas / sora-android / tax-agents / data-agent 为产品·基建,非 harness。Fowler 侧捞出的是增量而非存量(重构经济效益 / Conductor Developer / Fragments 07-21 / Orchestrator's Tax 草稿)——已进本批观察项 | +| 2026-08-27 | ① langchain.com/blog sitemap 全量(507 slug)② claude.com/blog sitemap 全量(228 slug,去 locale 变体) | **非零星漏网而是系统性缺口**:langchain 相关约 115 篇/此前仅收 19(漏网详查 48,含 12 篇标题直接带 harness/loop 的核心文:improving-deep-agents-with-harness-engineering、better-harness、the-art-of-loop-engineering、deep-agents 开山文等);claude.com 相关约 80/仅收 9(漏网详查 41:skills 全系列、subagent 系列、Lessons from building Claude Code 双篇等)。处置:不逐篇消化,观察项表加 2 个"信源级"合并行,完整清单留档 translate/2026-08-27/candidates.md。方法论教训:两站列表页对 curl 均不完整**必须走 sitemap.xml**;claude.com 的 lastmod 批量刷新不可作发布日期,需逐页取 JSON-LD datePublished | -> 下一轮建议轮换:langchain.com/blog(Observability & Evals 分类)+ claude.com/blog(全量 slug)。openai.com/index 用 `curl https://openai.com/sitemap.xml/engineering/` 拿到带 lastmod 的全量 URL 最省事(2026-08-03 验证有效,比抓列表页首屏可靠)。 +> 下一轮建议轮换:addyosmani.com/blog + simonwillison.net 月归档(个人博客侧尚未系统回扫过);cursor.com/blog 可顺带复扫(本批已全量取 sitemap 115 slug 逐页核过日期,短期内干净)。openai.com/index 用 `curl https://openai.com/sitemap.xml/engineering/` 拿到带 lastmod 的全量 URL 最省事(2026-08-03 验证有效,比抓列表页首屏可靠)。 > 回扫技巧(2026-07-27 验证有效):列表页只渲染最近若干条时,直接抓 `curl |grep -oE '/blog/[a-z0-9-]+'|sort -u` 拿全量 slug, > 再逐个取 `datePublished` 与标题——Cursor 那四条里有两条(`continually-improving-agent-harness`、`reward-hacking-coding-benchmarks`)就是这样发现的,它们不在列表页首屏。 diff --git a/references/AGENTS.md b/references/AGENTS.md index d35511f..487a419 100644 --- a/references/AGENTS.md +++ b/references/AGENTS.md @@ -9,10 +9,10 @@ ## 文章 -详见 [articles.md](articles.md) — 完整的文章索引,含三条脉络 **74 篇文章 + 1 项已跟踪产品** 的深度摘要。 +详见 [articles.md](articles.md) — 完整的文章索引,含三条脉络 **79 篇文章 + 1 项已跟踪产品** 的深度摘要。 权威计数与编号规则以 `articles.md` 头部为准;本表是它的概览缓存。 -### 脉络一:AI 时代的 Harness Engineering(70 篇) +### 脉络一:AI 时代的 Harness Engineering(75 篇) | # | 文章 | 作者 | 核心贡献 | |---|------|------|---------| @@ -86,20 +86,25 @@ | 68 | [Rethinking Harness Evolution 论文](https://arxiv.org/abs/2607.12227) | Yike Wang 等 | 自动 harness 演化的第一份系统性负面结果:同等预算下不稳定优于简单 test-time scaling,泛化有限 | | 69 | [LangChain/Harbor 评测栈](https://www.langchain.com/blog/how-we-benchmark-deep-agents) | Nick Hollon, Harrison Chase 等 | 给 harness 建标尺(Harbor-Index 82 任务 / lite 子集 / capability suite),再给标尺建标尺(IssueBench 15 类失败分类法) | | 70 | [LangChain/ReviewBench](https://www.langchain.com/blog/evaluating-code-review-agents-with-reviewbench) | Nick Hollon | 给"AI 代码评审"传感器造考卷:真实 PR 评审意见策展成 59 任务;裸 harness 最强召回 ~30%,prompt-only 调优 0.13→0.32 反超 | +| 71 | [Fowler/TDD in the agent loop](https://martinfowler.com/articles/exploring-gen-ai/tdd-in-the-agent-loop.html) | Birgitta Böckeler | agent loop 内 TDD 的实证否定:盲评质量无差异、token 3–8.5 倍;别规定过程,度量结果 | +| 72 | [Osmani/Practical Loop Engineering](https://addyosmani.com/blog/practical-loop-engineering/) | Addy Osmani | loop 系列日常落地环:踩坑实录(差点连判断也委托)+ 分诊循环 + fine print 运维细则 | +| 73 | [Zalando 组织级快照](https://engineering.zalando.com/posts/2026/08/agentic-engineering-at-zalando-a-snapshot.html) | Bartosz Ocytko | 250+ 团队非供应商第一人称:事故分析→风险分级→33% 自动放行→lead time -20~40% 的组织级反馈回路 | +| 74 | [Earendil/Pi 双篇](https://earendil.com/posts/what-is-a-harness/) | Pi 团队 | harness 定义+用户侧中立主张 / compaction 白盒实现(20K 预算、独立请求、纯文本可移植)——与 #39 端点化恰成对照 | +| 75 | [⭐ StarHarness 论文](https://arxiv.org/abs/2608.24804) | ServiceNow/Mila | 冻结 harness 工件跨 GPT/Qwen 迁移 12 行全正(+10.7~+46.3pp);跨模型可移植性缺口首个正面证据 | ### 脉络二:云原生 Harness.io(2 篇) | # | 文章 | 核心贡献 | |---|------|---------| -| 71 | [Harness.io 官方](https://www.harness.io/blog/understanding-ci-cd-platforms-the-backbone-of-modern-devops) | CI/CD 平台全局架构 | -| 72 | [Google Cloud Architecture](https://docs.cloud.google.com/architecture/partners/harness-cicd-pipeline-for-rag-app) | Harness + GCP 部署 RAG | +| 76 | [Harness.io 官方](https://www.harness.io/blog/understanding-ci-cd-platforms-the-backbone-of-modern-devops) | CI/CD 平台全局架构 | +| 77 | [Google Cloud Architecture](https://docs.cloud.google.com/architecture/partners/harness-cicd-pipeline-for-rag-app) | Harness + GCP 部署 RAG | ### 脉络三:效率悖论与能力进化(2 篇) | # | 文章 | 核心贡献 | |---|------|---------| -| 73 | [YDD / Miss-you](https://yousali.com/posts/20260303-ai-coding-efficiency-to-evolution/) | 效率悖论的系统性拆解:约束理论 + Spec/Rule/Skill + 验证闭环 + 并发 | -| 74 | [METR 实验后续 + 自报调查](https://metr.org/blog/2026-02-24-uplift-update/) | "慢 19%" 的官方后续:弱证据转向加速 + AI 渗透破坏 RCT 可行性本身 | +| 78 | [YDD / Miss-you](https://yousali.com/posts/20260303-ai-coding-efficiency-to-evolution/) | 效率悖论的系统性拆解:约束理论 + Spec/Rule/Skill + 验证闭环 + 并发 | +| 79 | [METR 实验后续 + 自报调查](https://metr.org/blog/2026-02-24-uplift-update/) | "慢 19%" 的官方后续:弱证据转向加速 + AI 渗透破坏 RCT 可行性本身 | ### 已跟踪产品 / 项目(不计入文章数) diff --git a/references/articles.md b/references/articles.md index 9b6a31f..d59fa3c 100644 --- a/references/articles.md +++ b/references/articles.md @@ -10,7 +10,7 @@ > **下游引用都是本文的冗余缓存:** 根 `README.md` / `README.en.md` 的 badge、`prompts/deep-research-tracker.md` 的去重清单、`references/AGENTS.md` 的概览表。 > 新增/删除文章时,必须**同一次提交**更新本文 + 所有下游缓存。 > -> 当前规模:**74 篇文章**(脉络一 70 + 脉络二 2 + 脉络三 2)+ **1 项已跟踪产品**(不计入文章数)。最近一次同步:2026-08-05。 +> 当前规模:**79 篇文章**(脉络一 75 + 脉络二 2 + 脉络三 2)+ **1 项已跟踪产品**(不计入文章数)。最近一次同步:2026-08-27。 ## 脉络一:AI 时代的 Harness Engineering(大模型护栏与认知工程) @@ -745,7 +745,7 @@ |---------|---------| | 四要素 Harness | #2 Fowler、#5 HumanLayer 六杠杆、概念 2/3(地图而非手册 / 机械化执行) | | 反馈循环防腐化 | #9 Fowler 反馈飞轮、#19 Fowler Sensors | -| 反馈瓶颈 / serial speed-up | #73 YDD 效率悖论 | +| 反馈瓶颈 / serial speed-up | #78 YDD 效率悖论 | --- @@ -1176,7 +1176,7 @@ | agent loop vs harness loop | #41 Osmani 的 loop 定调、#37 "harness 拥有 loop" | | 防御式编码的放大 | #19 Fowler 传感器的失败案例、概念 6 熵与垃圾回收 | | 理解与参与 | #26 Chris Parsons 从批准者到训练者、#14 Maganti 的"必须理解每一行" | -| 无法退出的压力 | #73 YDD 效率悖论、#31 学科汇流的产业动力 | +| 无法退出的压力 | #78 YDD 效率悖论、#31 学科汇流的产业动力 | --- @@ -1729,7 +1729,7 @@ | 同一组织的自我修正 | #5 HumanLayer《Skill Issue》六杠杆(2026-03)→ 本文(2026-07)"杠杆不够" | | 可维护性没有快 oracle | #19 计算性 vs 推理性传感器的边界、#49 GCC oracle 与 #56 测试套件 oracle 之所以奏效的前提 | | 熄灯工厂的失败实录 | #64 Osmani 同题(明确基于本演讲)、#42 Ronacher comprehension | -| 评审是瓶颈 / 反馈是新瓶颈 | #26 Chris Parsons、#55 外环问责、#73 YDD 效率悖论与 Faros 数据 | +| 评审是瓶颈 / 反馈是新瓶颈 | #26 Chris Parsons、#55 外环问责、#78 YDD 效率悖论与 Faros 数据 | @@ -1922,11 +1922,115 @@ --- + + +### 71. Fowler / Birgitta Böckeler — agent loop 里的 TDD:走形式还是真价值? + +- **标题:** TDD inside the agent loop - theater or actual value? +- **链接:** [martinfowler.com](https://martinfowler.com/articles/exploring-gen-ai/tdd-in-the-agent-loop.html) +- **翻译:** [works/fowler-tdd-in-agent-loop-translation.md](../works/fowler-tdd-in-agent-loop-translation.md) +- **作者:** Birgitta Böckeler(Thoughtworks Distinguished Engineer) | **日期:** 2026-08-10 +- **核心:** 「规定过程 vs 度量结果」的实证否定案例(自我定位为探索性 eval,自带全部数据并开源结果仓库):5 批次 × 每批 2 个 TDD run + 2 个非 TDD run(另加 test-first 变体批),Opus 4.8 盲评(不知晓生成方式)+ Sonnet 4.6 独立判 TDD 遵循度剔除"假 TDD run" + mutation score 作为独立客观维度。结果:**质量无可辨差异、mutation score 无差异,非 TDD 反而多次略胜**——胜因是非 TDD run 总是先做完整前置设计(架构/数据类型/边界/契约),而 TDD 指令主动对抗前置设计,设计被第一个测试锁死。理论解释(引 Ivett Ördög):训练数据是"需求→成品代码"的直接映射,几乎无逐步 TDD 过程样例。TDD 的七个目标逐一检视在 agent loop 内失效(red 无人查原因就无证明力;先写测试防不住自证套套逻辑;小步克制/管理恐惧是纯人类心理收益,不可迁移)。成本侧:TDD run token 3–8.5 倍(含 cacheRead 计数口径 caveat,承认可能高估真实美元成本)。结论:**别规定过程,度量结果**——mutation testing 当回归传感器、静态分析/模块化评审触发重构、Approved Scenarios(冻结-审批式场景)建信心;作者本人已停止让 agent test-first。 +- **保留意见:** 作者自警四条如实带上——样本极小、质量定义几乎全权 Opus、无一 run 完美遵循 TDD、任务全是小型绿地;探索性结论勿拔高为定论 +- **与其他文章的关联:** + +| 本文概念 | 对应文章 | +|---------|---------| +| 过程规定(前馈 guides)不如结果度量(反馈 sensors) | #2 Guides×Sensors 矩阵、#19 maintainability sensors(本文三处引用)、#32 传感器对照实验 | +| agent 超前实现 / YAGNI 失效 | #25 Overeager Coding Agents | +| 行为 harness 缺口的候选答案 | #1 "行为 Harness 是最弱环节"——Approved Scenarios 是冻结-审批式信心机制 | +| "新模型让显式过程脚手架多余" | #66 上下文工程新规则、Boris Cherny 弃 plan mode(观察项) | + +--- + + + +### 72. Addy Osmani — Practical Loop Engineering(循环的日常落地) + +- **标题:** Practical Loop Engineering +- **链接:** [addyosmani.com](https://addyosmani.com/blog/practical-loop-engineering/) +- **翻译:** [works/osmani-practical-loop-engineering-translation.md](../works/osmani-practical-loop-engineering-translation.md) +- **作者:** Addy Osmani | **日期:** 2026-08-14 +- **核心:** loop 系列「定调(#41)→官方四类(#43)→外环问责(#55)→工厂尺度(#64)」缺失的最后一环:**每天到底怎么跑**。注意约四成篇幅是引文汇编(四类循环大段引文与 verify-frontend-change skill 均来自 #43 的官方 X 文章版,勿误记为本文原创);一手增量集中三块:① 竞品调研踩坑实录——"委托了任务,差点连判断也委托出去",库内稀缺的外环问责第一人称失败案例;② 80K star 仓库日均 80–90 个 PR 的分诊循环 + **贡献指南条款直接变成可执行关闭条件**的用法;③ 官方文档外的 fine print 运维细则:goal 7 天过期(含作者自纠 3→7 天)、session 作用域与 `--resume` 行为、同命令三连即死循环信号、goal evaluator **只查 transcript 硬规则、不评内容好坏**的澄清。maker–checker(做的循环与查的循环分开)作为铁律贯穿。 +- **与其他文章的关联:** + +| 本文概念 | 对应文章 | +|---------|---------| +| loop 定义与五构件(回抄自我) | #41 Loop Engineering 定调文(双向引用) | +| 四类循环大段引文的出处 | #43 官方 Getting started with loops(本文以全译形式部分弥补 #43 无全译的缺口) | +| 委托任务不委托判断 / maker–checker | #55 Own the Outer Loop 的第一人称实证版、#36 对抗验证 | +| 哪些循环配得上熄灯的日常操作面 | #64 Software Factories, Light and Dark、#28 Ralph loop(手搓时代源头) | + +--- + + + +### 73. Zalando / Bartosz Ocytko — 250+ 团队 agentic 工程组织级快照 + +- **标题:** Agentic Engineering at Zalando: A Snapshot +- **链接:** [engineering.zalando.com](https://engineering.zalando.com/posts/2026/08/agentic-engineering-at-zalando-a-snapshot.html) +- **翻译:** [works/zalando-agentic-engineering-translation.md](../works/zalando-agentic-engineering-translation.md) +- **作者:** Bartosz Ocytko(Zalando Executive Principal Engineer) | **日期:** 2026-08-14 +- **核心:** 库内目前唯一"**非供应商大型企业第一人称、带内部数据**"的组织级采纳快照(250+ 工程团队 / 2.5 年跨度;文末自我定位 non-vendor engineering team),且主动暴露失败面。基建层:LiteLLM 代理 2024-01 上线(OpenAI/Bedrock/Vertex),6 个 2C4G pod 撑 2k MAU、每 2 万请求强制重启对抗内存泄漏;从不集中强制单一工具。数据层:PR 尺寸 [100,500) 桶持续增长、2025 Q2 Sonnet 4 后 [500,1k)/[1k,2k) 桶开始增长;四代码库 commit 级圈复杂度对照定位 agent 介入拐点;opencode 用户缓存命中率 <30%(预期 80%+)的排障案例;提交信息膨胀到 ~5k 字符(pre-commit 约束治理)。**反馈回路是全文最有价值的一条链:生产事故分析 → PR 风险分级规则(配置 typo=高、破坏兼容=中、纯文档=低)→ 33% 低风险 PR 自动放行 → lead time 降 20–40% → 反向塑造工程师主动拆小 PR**——概念 5「Throughput Changes Merge」目前最完整的组织级实证。培训体系(GenAI Labs 3 天 6 场覆盖 120–150 人)明确"用 coding agent 走捷径会抑制学习"。在建:agent 平台(kagent)+ Identity Broker(on-behalf-of 委托链)。 +- **保留意见:** lead time -20~40% 的对照基线是"与全部 PR 相比"——低风险 PR 本来就快,存在选择偏差,非干预因果;圈复杂度对照 n=4、观察性研究;作者自标 anecdotal evidence 处已在译文保留 +- **与其他文章的关联:** + +| 本文概念 | 对应文章 | +|---------|---------| +| 风险分级自动放行 / 吞吐改变合并 | 概念 5、#63/#64 工厂之争的组织现实侧 | +| 事故数据反推护栏规则 | Faros 遥测报告(观察项:事故 +242.7%)——Zalando 给出对策路径一侧 | +| 圈复杂度拐点 / AI 放大好坏实践 | 概念 6 熵与垃圾回收、#19 传感器 | +| 大组织 vs 个体/供应商实践 | #14 Maganti、#26 Chris Parsons(个体侧);#48/#60 Cursor、Anthropic 系列(供应商侧) | + +--- + + + +### 74. Earendil / Pi 团队双篇 — What Is a Harness? + Compaction 白盒实现 + +- **标题:** What Is a Harness? / How Compaction Works in Pi +- **链接:** [earendil.com(定义文)](https://earendil.com/posts/what-is-a-harness/) / [earendil.com(机制文)](https://earendil.com/posts/compaction-in-pi/) +- **翻译:** [works/pi-what-is-a-harness-translation.md](../works/pi-what-is-a-harness-translation.md) / [works/pi-compaction-translation.md](../works/pi-compaction-translation.md) +- **作者:** Earendil Product / Earendil Engineering(Pi 团队,集体署名) | **日期:** 2026-08-20 / 2026-08-13 +- **核心:** 开源中立 harness 阵营的「定义 + 实例」双篇(HN 576 分 / 211 分)。定义文以攀岩 harness 类比开场,四职能拆解(系统提示词 / 工具 / agentic loop / 模型翻译层);工程内容是 #3 anatomy 的通俗子集,**真正差异化在立场**:harness 是用户可拥有、可改装的能动性工具,翻译层把杠杆从 AI 实验室转移给终端用户,点名 Claude Code 为"第一个流行但非中立的 harness"——「用户侧所有权/中立性」叙事此前库内空白。机制文是 compaction 的**透明白盒拆解**(附行级源码链接):默认 20K token 保留预算(≈5–20 turns);turn 结束后才检查自动触发(turn 内持续吃 cached prefix);压缩走**独立 standalone 请求**(不带历史,可换便宜模型);摘要**纯文本存储→跨模型可移植**(session portability 是明确设计目标);compaction 必然打破 prompt cache 需全量重算。与 #39 Codex 的加密端点化 compaction(`/responses/compact` 返回 `encrypted_content`)恰成"**开放可移植 vs API 锁定**"对照。 +- **保留意见:** 厂商立场文——Pi/Lefos 自家产品、"5,000+ 扩展"系自述数字;定义严谨度不及 What makes a harness a harness 论文(观察项,构成性定义+纳入/排除测试);机制文无 evals、无摘要质量度量(LangChain 压缩观察项的 targeted evals 反而有) +- **与其他文章的关联:** + +| 本文概念 | 对应文章 | +|---------|---------| +| harness 定义 / 组件拆解 | #1 原点、#3 anatomy(组件最全)、#21 ADLC 三分、Arize 划界与术语锚点论文(观察项) | +| compaction 实现对照 | #39 Codex 端点化(加密锁定)、LangChain Deep Agents 压缩三技术(观察项)、#66 上下文工程 | +| 开源中立 / 用户能动性主张 | #62 Ronacher(Pi 团队成员)工具 schema 论、DeepSeek Harness(观察项,实验室下场的反向信号) | +| 三 harness 架构收敛 | arXiv 2608.23953(观察项:deepagents/pi/dsh 源码级对比) | + +--- + + + +### 75. ⭐ StarHarness 论文 — 冻结 harness 工件跨模型迁移的首个正面证据 + +- **标题:** StarHarness: Evolving Harnesses with Stratified Search for Enterprise Environments +- **链接:** [arxiv 2608.24804](https://arxiv.org/abs/2608.24804) +- **翻译:** [works/arxiv-starharness-translation.md](../works/arxiv-starharness-translation.md) +- **作者:** ServiceNow / Mila / Université de Montréal(7 位作者,通讯均 @servicenow.com) | **日期:** 2026-08-25 +- **核心:** 冻结模型权重,用分层搜索演化环境专属 harness(提示/工具/技能/MCP/子代理/循环配置)。协议贡献:**三层任务隔离**(proposer 可见搜索集 / proposer 不可见选择集 / 留出集)+ 按失败模式分层抽样 + 确定性接受规则与 anti-gaming 护栏——是对 #68 系统性负面结果的**部分回应**(满足协议隔离侧,未做 #68 要求的同等预算 test-time scaling 基线)。结果:三个企业基准 **+35.0/+20.4/+26.1pp**(每环境仅 4–12 个被接受变更,共 21 个);留出泛化 +31.7/+15.1/+29.3pp;**冻结工件跨 GPT-5.4/5.5/5.4-mini 与 Qwen3.5/3.6-27B 迁移 12 行全正(+10.7~+46.3pp),免重演化**——「跨模型可移植性」缺口此前只有反向证据(#35 收益不保序、Harness Updating ≠ Harness Benefit 的利用能力非单调),这是首个"同一冻结工件×异族模型全正"的正面数据点;成本同步降 −17%/−53%/−29%。弱模型受益更大(GPT-5.5 high 仅 +10.7pp)与 #57 逆缩放发现三方互证。 +- **保留意见:** 五点如实带上——三基准中两个与作者利益相关(EnterpriseOps-Gym 是 ServiceNow 自家产品环境、AutomationBench 为自选 Finance-100 子集);单次运行无方差/置信区间;proposer 与受测模型同为 GPT-5.4;无 Claude 受控对比(仅外部参考分);基线可能偏弱 +- **与其他文章的关联:** + +| 本文概念 | 对应文章 | +|---------|---------| +| 测 harness 效应 vs 造 harness 效应 | #34 Harness-Bench(配置级效应)、#35 统计归因 | +| 逐模型演化 vs 冻结工件迁移 | #57 HarnessX(cross-harness GRPO 共演化;其"弱模型受益最大"行可回填本文数据点) | +| 对自动演化负面结果的协议级回应 | #68 Rethinking Harness Evolution(部分回应)、#53 行为定位瓶颈 | +| 成本数据缺口 | #65 蜂群账本、The Harness Effect(观察项)、StateM $15(观察项) | + +--- + ## 脉络二:云原生时代的 Harness.io(交付与平台工程) - + -### 71. Harness.io 官方 — 全局架构 +### 76. Harness.io 官方 — 全局架构 - **标题:** Understanding CI/CD Platforms: The backbone of modern DevOps - **链接:** [harness.io](https://www.harness.io/blog/understanding-ci-cd-platforms-the-backbone-of-modern-devops) @@ -1934,9 +2038,9 @@ - **核心:** 标准 CI/CD 平台介绍。8 大组件:SCM → Build → Test → Code Quality → Security Scan → Artifact → Deploy → Monitor - **Harness 差异化:** 统一管线、Test Intelligence 智能测试、最少脚本、Policy-as-Code 治理 - + -### 72. Google Cloud Architecture — 前沿场景结合 +### 77. Google Cloud Architecture — 前沿场景结合 - **标题:** Harness CI/CD pipeline for RAG applications - **链接:** [docs.cloud.google.com](https://docs.cloud.google.com/architecture/partners/harness-cicd-pipeline-for-rag-app) @@ -1949,9 +2053,9 @@ ## 脉络三:效率悖论与能力进化 - + -### 73. YDD / Miss-you — 效率悖论的系统性拆解 +### 78. YDD / Miss-you — 效率悖论的系统性拆解 - **标题:** 为什么 AI 写代码更快但交付没变,以及我怎么把它扳回来的 - **链接:** [yousali.com](https://yousali.com/posts/20260303-ai-coding-efficiency-to-evolution/) @@ -1997,15 +2101,15 @@ --- - + -### 74. METR — 生产力实验的后续:结论松动与方法论危机 +### 79. METR — 生产力实验的后续:结论松动与方法论危机 - **标题:** We are Changing our Developer Productivity Experiment Design(2026-02-24)+ Measuring the Self-Reported Impact of Early-2026 AI on Technical Worker Productivity(2026-05-11) - **链接:** [metr.org 实验设计更新](https://metr.org/blog/2026-02-24-uplift-update/) | [metr.org 自报调查](https://metr.org/blog/2026-05-11-ai-usage-survey/) | [后续研究数据集](https://github.com/METR/Measuring-Late-2025-AI-on-OSS-Devs) - **翻译:** [works/metr-uplift-update-translation.md](../works/metr-uplift-update-translation.md)(实验设计更新篇) - **作者:** Joel Becker, Nate Rush, Tom Cunningham, David Rein, Khalid Mahamud (METR) | **日期:** 2026-02-24 / 2026-05-11 -- **核心:** #73 YDD 的论证基石(METR RCT "AI 辅助反而慢 19%")的官方后续。late-2025 复现实验(57 名开发者、143 仓库、800+ 任务)的原始结果转向加速——原班开发者估计 **-18% 加速**(CI -38%~+9%)、新开发者 -4%(CI -15%~+9%)——但 METR 自己判定这只是**很弱的证据**,并宣布改实验设计。真正的信息量在于:**AI 渗透已经破坏了任务级随机对照实验本身的可行性**。 +- **核心:** #78 YDD 的论证基石(METR RCT "AI 辅助反而慢 19%")的官方后续。late-2025 复现实验(57 名开发者、143 仓库、800+ 任务)的原始结果转向加速——原班开发者估计 **-18% 加速**(CI -38%~+9%)、新开发者 -4%(CI -15%~+9%)——但 METR 自己判定这只是**很弱的证据**,并宣布改实验设计。真正的信息量在于:**AI 渗透已经破坏了任务级随机对照实验本身的可行性**。 - **选择效应的三重来源(实验设计为何失效):** - 开发者拒绝参与——越来越多人不愿在无 AI 条件下工作(时薪 $50 也不愿),最乐观的采纳者系统性缺席 @@ -2019,9 +2123,9 @@ | 本文概念 | 对应文章 | |---------|---------| -| 19% 减速数据的后续 | #73 YDD 第一章效率悖论(引用了原实验) | -| 感知与现实的偏差 | #73 的 39 个百分点偏差、自报高估 40+ 个百分点 | -| 并发智能体使计时失效 | #73 第五章并发策略(并发正是 YDD 开出的药方) | +| 19% 减速数据的后续 | #78 YDD 第一章效率悖论(引用了原实验) | +| 感知与现实的偏差 | #78 的 39 个百分点偏差、自报高估 40+ 个百分点 | +| 并发智能体使计时失效 | #78 第五章并发策略(并发正是 YDD 开出的药方) | | 测量方法的时代错位 | #38 Position 论文(基准侧的同构诊断:测量工具追不上被测对象) | --- @@ -2048,7 +2152,7 @@ Harness Engineering(AI 护栏) Harness.io(交付管线) ## 中文转译 / 二手资料(不计入文章数) > 这里收录的是**他人已发布的中文译介或二手综述**——本仓库做了归档但**不视为一手文献**。 -> 本段不参与 `### N. ...` 的全局编号,不计入 74 篇文章总数;与上方编号正文严格区分,避免污染脉络计数。 +> 本段不参与 `### N. ...` 的全局编号,不计入 79 篇文章总数;与上方编号正文严格区分,避免污染脉络计数。 > 收录标准:内容与 Harness Engineering 直接相关、来源可追溯到具名作者 / 译者、且对本仓库已有一手文献有补充或对照价值。 ### Akshay Pachaar — The Anatomy of an Agent Harness(中译版) @@ -2101,7 +2205,7 @@ Harness Engineering(AI 护栏) Harness.io(交付管线) ## 已跟踪产品 / 项目(不计入文章数) -> 这里收录的是**开源产品 / 框架 / 工具**,不是文章。本段不参与"### N. ..." 的全局编号,不计入 74 篇的文章总数。 +> 这里收录的是**开源产品 / 框架 / 工具**,不是文章。本段不参与"### N. ..." 的全局编号,不计入 79 篇的文章总数。 > 触发"产品级实现案例"的判定通常是:有可运行代码、有版本号、被本仓库 thinking/ 或 works/ 单独分析。 ### ⭐ Chachamaru127 — claude-code-harness v4.2 "Hokage"(产品级实现案例) @@ -2129,7 +2233,7 @@ Harness Engineering(AI 护栏) Harness.io(交付管线) ## 观察项 / 候选材料(不计入文章数) -> 2026-05 起各轮调研中已甄别、但**暂不值得做成正式文章**的材料。本段不参与 `### N.` 编号,不计入 74 篇文章总数。 +> 2026-05 起各轮调研中已甄别、但**暂不值得做成正式文章**的材料。本段不参与 `### N.` 编号,不计入 79 篇文章总数。 > 中文译文留在本地 `translate/`(gitignored)作阅读辅助;下表只记上游链接与定性,方便下次快速复看。 > **去向标记:** 🔵 待实测后入 `tools/`(遵守 tools/「只收用过的工具」标准,未实测前不正式收录) | ⚪ 长期观察 | ⏭️ 暂存不收。 > @@ -2167,7 +2271,7 @@ Harness Engineering(AI 护栏) Harness.io(交付管线) | OpenAI Core dump 流行病学 | 工程复盘 | ⚪ | "群体级诊断 > 逐例分析"修复 18 年 libunwind 老 bug,ChatGPT 参与写分析管线;可观测性方法论好文但与 harness 关系间接,2026-06-30 | [openai](https://openai.com/index/core-dump-epidemiology-data-infrastructure-bug/) | | thedeepfeed:学科史梳理 | 编年 | ⚪ | "七个声音九个月汇流成一个学科"的传播史(含 Osmani 文收藏/点赞比 2:1 等传播数据);二手史料,配 #31 看 | [thedeepfeed.ai](https://www.thedeepfeed.ai/posts/2026-05-09-agent-harness-engineering-the-discipline/) | | Boris Cherny 工作流 | 实践 | ⚪ | Claude Code 作者本人"出奇原味"的用法(~100 行 CLAUDE.md、早期以 plan mode 纪律著称;站内 Part 15 已记录其 4.6+ 后放弃 plan mode 起手、改 auto mode 直跑——"新模型不再需要显式规划步骤");源头是其 X 帖,链接为社区维护的档案站(非 Anthropic 官方) | [howborisusesclaudecode.com](https://howborisusesclaudecode.com) | -| Steering Claude Code 官方指南 | 产品文档 | ⚪ | 七种转向机制(CLAUDE.md/rules/skills/subagents/hooks/output styles/system prompt append)按"加载时机 × compaction 行为 × token 成本"三轴对照——#73 YDD"区别在加载机制"论的官方版说明书;参考手册体裁,2026-06-18 | [claude.com](https://claude.com/blog/steering-claude-code-skills-hooks-rules-subagents-and-more) | +| Steering Claude Code 官方指南 | 产品文档 | ⚪ | 七种转向机制(CLAUDE.md/rules/skills/subagents/hooks/output styles/system prompt append)按"加载时机 × compaction 行为 × token 成本"三轴对照——#78 YDD"区别在加载机制"论的官方版说明书;参考手册体裁,2026-06-18 | [claude.com](https://claude.com/blog/steering-claude-code-skills-hooks-rules-subagents-and-more) | | The Harness Effect 论文 | 论文/厂商评测 | ⚪ | "成本数据"缺口的首个系统数据:同 22 任务 × 6 模型只换编排层,成本 -41%、时延 -44%、token -38%;提出 token maxing 与 harness leverage(质量增益与基线能力 r=0.99)。注意 Writer Inc. 自评自家 harness,利益相关,方法论(frozen baseline + locked tasks)可取 | [arxiv 2607.06906](https://arxiv.org/abs/2607.06906) | | Harness Updating ≠ Harness Benefit 论文 | 论文 | ⚪ | 拆开两条能力轴:写 harness 编辑的能力各模型持平(9B 能写出与 Opus 同构的 skill),利用 harness 的能力非单调(中档模型受益最多)——跨模型可移植性缺口的机制侧证据;被 #45 Weng 综述引用 | [arxiv 2605.30621](https://arxiv.org/abs/2605.30621) | | ToFu 白盒研究 harness | 工具 | 🔵 | MIT 协议、面向研究者的白盒 harness:三层上下文压缩 + 多语言 + MCP 集成,可作为 research object 检查/修改编排逻辑;待实测后再定去向 | [arxiv 2607.11423](https://arxiv.org/abs/2607.11423) | @@ -2202,7 +2306,7 @@ Harness Engineering(AI 护栏) Harness.io(交付管线) | LangChain:Towards Automating Eval Engineering | 产品/方法 | ⚪ | Eval Engineering Skill 发布稿,但两处有料:**verifier 的第一版几乎从不是最终版**,要同时检查智能体轨迹与 **verifier 轨迹**;已观察到的四种作弊形态(过度引用无关来源骗满分 / 声称做过其实没做 / 利用暴露在环境里的答案材料 / 满足代理指标但没真正完成)。定调句"Evals are training data for agents",2026-07-22 | [langchain](https://www.langchain.com/blog/towards-automating-eval-engineering) | | LangChain:Agents need their own computer | 概念/产品 | ⚪ | 隔离论证与 #50 重复度高,值得单取的是**注入防御那节**:沙箱遏制执行爆炸半径但**不消除提示词注入**,因为沙箱输出会被读回上下文;给出具名模式 **"non-agentic read"**——由非模型进程去沙箱取成品(文件、diff、报告),而不是把原始输出灌进智能体上下文;并直言"别指望靠提示模型去识别或忽略注入",2026-07-15 | [langchain](https://www.langchain.com/blog/agents-need-their-own-computer) | | Harrison Chase:Own your intelligence | 战略随笔 | ⚪ | "拥有智能"三层(model / harness / context)+ 拥有经济性、质量与风险 + 复利闭环(每一次改动配一条 eval 固化);论点与 #3/#15/#21 高度重叠,唯一增量是结尾那份 **10 问自评清单**,可作 `prompts/` 模板引用,2026-07-25 | [langchain](https://www.langchain.com/blog/own-your-intelligence) | -| Faros AI:AI acceleration whiplash | 行业报告 | ⚪ | #63 与 #73 共同引用的那份遥测报告:评审评论数 +25%、评论长度 +22.7%、**+31.3% 的 PR 完全跳过评审**;每 PR 事故 +242.7%、月度事故 +57.9%、人均 bug +54%。相关性信号而非因果铁证,但它是"熄灯工厂会失败"论证的经验底座;同站另有一篇 harness engineering 五层框架科普(tool orchestration / verification loops / context & memory / guardrails / observability)+ 一组可从现有系统拉出的基线指标(每合并 PR 成本、智能体 PR 的 time-to-merge、评审速度对 PR 体积、人均算力开销) | [research](https://www.faros.ai/research/ai-acceleration-whiplash) / [blog](https://www.faros.ai/blog/harness-engineering) | +| Faros AI:AI acceleration whiplash | 行业报告 | ⚪ | #63 与 #78 共同引用的那份遥测报告:评审评论数 +25%、评论长度 +22.7%、**+31.3% 的 PR 完全跳过评审**;每 PR 事故 +242.7%、月度事故 +57.9%、人均 bug +54%。相关性信号而非因果铁证,但它是"熄灯工厂会失败"论证的经验底座;同站另有一篇 harness engineering 五层框架科普(tool orchestration / verification loops / context & memory / guardrails / observability)+ 一组可从现有系统拉出的基线指标(每合并 PR 成本、智能体 PR 的 time-to-merge、评审速度对 PR 体积、人均算力开销) | [research](https://www.faros.ai/research/ai-acceleration-whiplash) / [blog](https://www.faros.ai/blog/harness-engineering) | | StrongDM 熄灯工厂 + Dan Shapiro 五级 | 一手实验 / 分级 | ⚪ | #63/#64 讨论的"熄灯工厂"实物:StrongDM 公开运行的 lights-off factory(无人写码、无人读码,配 weather-report 更新页)与 Dan Shapiro 的"从辣味自动补全到软件工厂"五级分类。Dex 的批评是"没找到确定性的成效数据";作为反方样本长期跟踪 | [factory.strongdm.ai](https://factory.strongdm.ai) / [danshapiro.com](https://www.danshapiro.com/blog/2026/01/the-five-levels-from-spicy-autocomplete-to-the-software-factory/) | | Ronacher:The Tower Keeps Rising | 随笔 | ⚪ | #62 作者同月另一篇:vibecoding 与"共享语言可能崩塌";哲学性论述、无一手数据,与 #42 The Coming Loop 同一关切的延伸,2026-07-13 | [lucumr](https://lucumr.pocoo.org/2026/7/13/the-tower-keeps-rising/) | | Fowler / Giles Edwards-Alexander:重构的经济效益 | 实验 | ⚪ | Exploring Gen AI 系列少见的**定量重构实验**:一个 15 万行、纯智能体生成、作者从不 review 的应用里,数据访问层膨胀到单文件 17,155 行;用"智能体永远学不会"这一特性把它变成干净实验——每完成一步重构就派一个全新 sub-agent 跑同一个代表性变更并回报 token,无学习污染。14+ 步后同一变更的输入 token 从 159,564 降到 27,360(−83%),且是**一次重构、此后每次触碰该层都更便宜**的复利式节省。附带黑色幽默:机械重构用 Python+grep/sed 脚本执行,"经常被缩进搞晕"。给"熄灯工厂里到底还要不要重构"一个可迁移的算账方法,2026-07-30。**升格候选**(新实验范式) | [martinfowler](https://martinfowler.com/articles/exploring-gen-ai/refactoring-economic-benefit.html) | @@ -2211,6 +2315,48 @@ Harness Engineering(AI 护栏) Harness.io(交付管线) | claude.com:Datadog 的"通用机床"工具 | 案例 | ⚪ | 反 MCP 工具膨胀的一手做法:Datadog 不给 Claude Code 塞几十个细粒度工具,而是造一个"通用机床"式的单一工具让模型自行组合调用——工具设计即 harness 的具体案例,与 #62 工具 schema 论、#54 DSL 工具集互证;案例文体裁,2026-07-21 | [claude.com](https://claude.com/blog/how-datadog-built-a-universal-machine-tool-for-claude-code) | | Simon Willison:smevals | 工具 | 🔵 | 作者自建的小型评测套件,明确定位"同时评 model、prompt 与 harness"三者——正好呼应 #35/#67 把三者拆开测的思路,可作轻量本地评测脚手架样本;待实测后再定去向,2026-07-31 | [simonwillison.net](https://simonwillison.net/2026/Jul/31/smevals/) | | Simon Willison:Cat & Thariq 炉边对谈 | 笔记/访谈 | ⚪ | #66(Thariq 的 Claude 5 上下文工程新规则)的口语化续篇:Claude Code 团队两人谈系统提示词瘦身、验证/评审外移到 skill、以及"新模型让很多显式脚手架变得多余"的一手取舍;访谈笔记体裁,配 #66 与 steering 官方指南看,2026-07-21 | [simonwillison.net](https://simonwillison.net/2026/Jul/21/cat-and-thariq/) | +| DeepSeek Harness 开发者预览 | 产品 | 🔵 | 头部实验室下场做 harness(HN 747 分,2026-08-13);预览期无深度工程文,待实测/待其技术博客;与 #74 Pi 的开源中立主张构成反向信号 | [deepseek](https://deepseek.com/harness/en/) | +| Ronacher:What Is Reasoning | 随笔 | ⚪ | reasoning trace 只是训练出的频道约定、reasoning effort 即系统提示一行字——harness×模型接口层(channel/KV cache/prefill)的一手拆解;与 #62 同作者同视角,2026-08-19 | [lucumr](https://lucumr.pocoo.org/2026/8/19/what-is-reasoning/) | +| Osmani:Agentic Code Quality | 长文 | ⚪ | "质量取决于给 agent 的约束体系而非逐行把关";论点与概念 3/6 重叠,价值在操作清单,2026-08-08 | [addyosmani](https://addyosmani.com/blog/agentic-code-quality/) | +| Osmani:Human judgment relocates | 长文 | ⚪ | 软件工厂里人的判断只迁移不消失,"仍有主人"的工厂构建指南;#64 工厂系列续篇,2026-08-21 | [addyosmani](https://addyosmani.com/blog/human-judgment-doesnt-leave-the-software/) | +| Willison:Conceptual integrity | 长文 | ⚪ | 千行级日产出后概念完整性/团队认知力成质量上限;与 #42 comprehension 关切合流,2026-08-19 | [simonwillison](https://simonwillison.net/2026/Aug/19/conceptual-integrity-and-counting-lines-of-code/) | +| Rachel Laycock:Citizens Build, Agents Execute, Experts Govern | 随笔 | ⚪ | 工程价值转向治理(护栏/平台/反馈环设计);Conductor Developer(观察项)续篇,领导者视角定调文,2026-08-19 | [martinfowler](https://martinfowler.com/rachels-ramblings/citizens-agents-experts.html) | +| Dan Luu:coding agent 最优语言 | 长文 | ⚪ | token 效率与反馈质量角度的语言选型实证;与 Fowler retreat"Rust 替代 Python 强化传感器"(观察项)互证,2026-08-10 | [danluu](https://danluu.com/pl-tokens/) | +| Fabien Sanglard 的 agent.md | 随笔 | ⚪ | 知名图形程序员公开的 agent.md 质量约束清单(HN 414 分);个体实践样本,2026-08-23 | [fabiensanglard](https://fabiensanglard.net/agent.md/index.html) | +| OpenAI 蜂群误攻击 Hugging Face 时间线 | 事件 | ⚪ | 多智能体隔离失效的标志性事故(Willison 整理时间线,2026-08-07);与 #50 遏制、"non-agentic read"注入防御(观察项)对读 | [simonwillison](https://simonwillison.net/2026/Aug/7/openai-timeline/) | +| Claude Code auto mode 转默认 + 生产实践 | 产品/案例 | ⚪ | 自主性/权限 harness 的产品拐点(2026-08-07 对 Pro/Max/Team 默认化)+ Nuro/Gusto/Garner 生产实录;两篇合一行 | [默认化](https://claude.com/blog/auto-mode-default-in-claude-code) / [生产](https://claude.com/blog/auto-mode-in-production) | +| Claude Code 自托管执行环境 | 发布稿 | ⚪ | agent 运行环境自托管公测(自有算力/内网);sandbox 基建层,发布稿体裁,2026-08-06 | [claude.com](https://claude.com/blog/run-claude-code-sessions-on-your-own-compute) | +| Anthropic:AI-Native SDLC playbook | 方法论 | ⚪ | 官方 SDLC 分阶段总纲(计划/设计/构建/测试/部署/维护);组织级实践手册体裁,2026-08-21 | [claude.com](https://claude.com/blog/the-ai-native-sdlc-playbook) | +| Warp 自改进 agent 模式 | 案例 | ⚪ | 可复用的自改进 agent 开发模式;loop/反馈回路案例文体裁,2026-08-26 | [claude.com](https://claude.com/blog/how-warp-builds-self-improving-agents-on-claude) | +| Claude Tag 做 CI/CD 第一响应者 | 工程/案例 | ⚪ | 检测→分诊→修复 CI 失败的内部 agent 闭环;验证回路+on-call 范本,2026-08-18 | [claude.com](https://claude.com/blog/ai-ci-cd-on-call) | +| Cursor Router 模型路由 | 工程文 | ⚪ | 从真实开发者流量学习选模型,Auto 满意度超 Fable 级且成本 -68%;与 Switchyard 构成本窗口"路由"双证,2026-08-06 | [cursor](https://cursor.com/blog/how-cursor-router-works) | +| LangChain×NVIDIA Switchyard 路由基准 | 工程文 | ⚪ | 145 个 agent 任务:仅 7% 轮次需前沿模型,路由省 74% 成本、损 6 点精度;成本缺口数据点,2026-08-11 | [langchain](https://www.langchain.com/blog/switchyard-agent-routing-benchmark) | +| OpenAI 内部 data agent | 工程文 | ⚪ | 600PB/7 万数据集的自学习内部 agent,经 MCP 嵌入 Slack/IDE 工作流;官方站反爬、要点经外部佐证,2026-08-13 | [openai](https://openai.com/index/inside-our-in-house-data-agent/) | +| LangChain:Agent 环境与任务构造三步法 | 工程文 | ⚪ | 合成 evals 环境的方法论(spec 生成→spec 转任务→world spec);#69 Harbor 评测栈续篇,2026-08-25 | [langchain](https://www.langchain.com/blog/building-agent-environments-and-tasks) | +| LangChain OpenWiki 双篇(WikiBench + 自纠错记忆) | 工程文 | ⚪ | wiki+源码 > 纯源码的基准证据 + 证据锚定 claim 检测过期知识;上下文供给/记忆侧,两篇合一行,2026-08 下旬 | [wikibench](https://www.langchain.com/blog/evaluating-openwiki-with-wikibench) / [memory](https://www.langchain.com/blog/self-correcting-memory-openwiki) | +| monday.com 双视角(Sidekick + agent-first 重构) | 案例 | ⚪ | 同一企业在 LangChain/Anthropic 两侧的实践叙述:"有能力的 agent 光有工具不够";两篇合一行,2026-08 | [langchain](https://www.langchain.com/blog/building-monday-com-sidekick-why-capable-agents-need-more-than-just-tools) / [claude.com](https://claude.com/blog/how-monday-com-transformed-its-platform-into-an-agent-first-product-where-humans-and-agents-collaborate) | +| Fowler Fragments 08-04/08-18/08-24 三则 | 短评 | ⚪ | 08-24 的 Zalando 引荐段(→ 已升格 #73)与 OpenAI 蜂群事件评述最有料;三则合一行 | [08-04](https://martinfowler.com/fragments/2026-08-04.html) / [08-18](https://martinfowler.com/fragments/2026-08-18.html) / [08-24](https://martinfowler.com/fragments/2026-08-24.html) | +| claude-code#6235:AGENTS.md 支持之争 | 讨论 | ⚪ | AGENTS.md vs CLAUDE.md 标准化的高热社区讨论(HN 377 分);生态信号,2026-08-19 | [github](https://github.com/anthropics/claude-code/issues/6235) | +| Jake Saunders:自建沙箱化软件工厂 | 实践 | ⚪ | 个人全自托管软件工厂实录(sandbox+factory);个体侧工厂样本,配 #63/#64 看,2026-08-21 | [blog.jakesaunders](https://blog.jakesaunders.dev/building-an-almost-fully-self-hosted-sandboxed-agentic-software-factory/) | +| One Recipe, Many Harnesses 论文 | 论文 | ⚪ | 固定演化配方跨 8 语言×3 基模型,拆"演化产物到底编码了什么"(基准过拟合 vs 语言知识 vs 模型补偿);可移植性+失效模式+归因三缺口同中,UIUC+IBM,2026-08-10 | [arxiv 2608.10178](https://arxiv.org/abs/2608.10178) | +| HarnessRisk 安全基准论文 | 论文/基准 | ⚪ | 首个按 harness 六运营阶段(配置/扩展/运行/状态持久化/动作控制/事故恢复)组织的安全基准,128 沙箱案例×3 harness×6 模型;#33 开辟方向的后续,2026-08-18 | [arxiv 2608.17597](https://arxiv.org/abs/2608.17597) | +| Prompt-Induced Waste 论文 | 论文 | ⚪ | 控制实验证明提示语义×推理努力×harness 策略是交互因子而非独立控制项,效率应建模为"每成功任务成本"(token/缓存计数不是充分优化目标);成本缺口正面数据,2026-08-02(v5 08-24) | [arxiv 2608.01347](https://arxiv.org/abs/2608.01347) | +| Fragility of Self-Improving Agents 论文 | 论文 | ⚪ | 重评基于记忆的自改进:多次运行量化方差+打乱任务顺序——自改进闭环放大评估噪声、改进高度依赖任务顺序,现有报告可能是顺序运气;方法论警钟,Salesforce 系,2026-08-18 | [arxiv 2608.18066](https://arxiv.org/abs/2608.18066) | +| 三 harness 架构收敛论文 | 论文/分析 | ⚪ | deepagents/pi/dsh 源码级对比:哲学对立的 harness 从相反方向(减法 vs 加法)收敛到同一五要素中间形态;与 #74 Pi 双篇对读,2026-08-25 | [arxiv 2608.23953](https://arxiv.org/abs/2608.23953) | +| 编码代理可靠性综述(Jarmak) | 论文/综述 | ⚪ | 164 篇文献+100 条实践记录:"按模型评估、按系统部署",大量"模型失败"实为 harness/状态/权限/资源层失败;检索地图体裁,2026-08-14 | [arxiv 2608.13867](https://arxiv.org/abs/2608.13867) | +| 自演化编码代理综述 | 论文/综述 | ⚪ | 首个结构化综述:按框架/记忆/技能工具/模型/工作流/环境六个演化对象分类;配 #45 Weng RSI 综述看,2026-08-04(v2 08-20) | [arxiv 2608.03392](https://arxiv.org/abs/2608.03392) | +| 8 月自动 harness 演化方法群(6 篇合并) | 论文群 | ⚪ | JIT-Agent([2608.25593](https://arxiv.org/abs/2608.25593))/ AutoSaddler([2608.23041](https://arxiv.org/abs/2608.23041))/ Harness-R1([2608.02276](https://arxiv.org/abs/2608.02276),在线 RL 训 9B "harness 工程师")/ HarnessCompass([2608.01918](https://arxiv.org/abs/2608.01918),直接命名三大失效并逐一治理)/ HELIX([2608.13951](https://arxiv.org/abs/2608.13951))/ Living-Harness([2607.26598](https://arxiv.org/abs/2607.26598) v2)——方法各异,共同点是把 harness 当可机器编辑工件;待出现独立复现或引用领先者再拆行 | (见左) | +| Ouroboros 自开发 harness 论文 | 论文 | ⚪ | "被评审的 commit"演化自身工具/提示/上下文组装,TB2.1 86.74%(Opus 5)/OSWorld-Verified 90.69%;演化安全阀(评审门控)样本,含 Yampolskiy,2026-08-08 | [arxiv 2608.08311](https://arxiv.org/abs/2608.08311) | +| StateM harness scaling 论文 | 论文 | ⚪ | 不动权重纯 harness scaling(持久状态+阶段局部上下文+受检转移+runbook):GPT-5.6 Sol 达 TB2.1 95.3%;runbook 免改跨模型迁移 + 标题给出 $15 前沿成本点,2026-08-15 | [arxiv 2608.15089](https://arxiv.org/abs/2608.15089) | +| 技能污染与失效三篇(合并) | 论文群 | ⚪ | 技能池超临界后新技能反而降性能且结构不可逆+预提交门控([2608.05810](https://arxiv.org/abs/2608.05810))/ Demystifying Agent Skills 8,135 试验失效分类学([2608.14036](https://arxiv.org/abs/2608.14036))/ 联盟污染与跨域效用反转([2608.22610](https://arxiv.org/abs/2608.22610))——skills 机制的系统性失效证据 | (见左) | +| Evo-Bench + LoopsBench | 论文/基准 | ⚪ | 评"模型改进 harness 的内在能力"并隔离基模型强度([2608.09096](https://arxiv.org/abs/2608.09096))+ ByteDance 长程基准:可分测依赖 DAG+回归义务,最强配置仅 ~25%([2608.00267](https://arxiv.org/abs/2608.00267));评测方法论双证 | (见左) | +| Working Set / Coherence Debt 论文 | 论文 | ⚪ | 耦合事实图+通道供给/扣留+故障注入,跨 7 模型×5 harness:事实可得性决定成败而距离无关、不同 harness 为同一事实付出不等代价;组件归因直接证据,2026-08-17 | [arxiv 2608.16630](https://arxiv.org/abs/2608.16630) | +| Replay Gap 论文 | 论文 | ⚪ | 分叉实跑(~900 rollout)证伪"重放日志换模型"静态路由评估:换模型分叉重写 61-94% 后续动作、74-77% 首步即分歧;跨模型不可静态外推,2026-08-08 | [arxiv 2608.08239](https://arxiv.org/abs/2608.08239) | +| Harness-IF + Feedback That Backfires | 论文 | ⚪ | 部署 harness 五个指令面的运维规则合规评测,Against-Prior Accuracy 区分"合规 vs 碰巧"([2608.11727](https://arxiv.org/abs/2608.11727))+ "失败进 transcript 即纠错"假设对指令微调小模型为负增益、失败后重复同一调用概率 0.06→0.54([2608.23653](https://arxiv.org/abs/2608.23653));harness 设计假设的行为验证 | (见左) | +| 自演化安全攻击群(4 篇合并) | 论文群 | ⚪ | SkillJack 持久技能后门([2608.03509](https://arxiv.org/abs/2608.03509))/ 轨迹投毒 91.0% SER([2608.05563](https://arxiv.org/abs/2608.05563))/ harness 提取攻击——harness 视为 IP([2607.28147](https://arxiv.org/abs/2607.28147) v4)/ 金融 agent 自演化能力与风险同增([2608.17684](https://arxiv.org/abs/2608.17684))——自演化×安全攻防谱系,配 HarnessRisk 看 | (见左) | +| MCP vs CLI + DCAS | 论文 | ⚪ | 7 scaffold×5 模型可复现实验:主导效应是 scaffold 而非工具接口([2608.08654](https://arxiv.org/abs/2608.08654))+ 开源微调数据几乎全采自 OpenHands 导致模型 scaffold 锁定、基模型无此分歧([2608.06113](https://arxiv.org/abs/2608.06113),Queen's);可移植性双证 | (见左) | +| LangChain harness/loop 核心系列(存量回扫,12 篇合并) | 信源级 | ⚪ | 2026-08-27 回扫发现的系统性缺口:improving-deep-agents-with-harness-engineering(02-17,TB Top30→Top5)、better-harness(04-08,evals 爬山)、the-art-of-loop-engineering(06-16)、how-to-build-a-custom-agent-harness(06-03)、middleware 两篇、frameworks-runtimes-harnesses(2025-10)、tuning-the-harness-not-the-model(07-08,开源模型 ~8x 低成本追平 Opus 4.8)、your-harness-your-memory(04-11)、deep-agents 开山文(2025-07)、tuning-deep-agents-different-models(04-29)、Candidly 案例(06-29)——完整清单见 translate/2026-08-27/candidates.md 留档;某篇被引用或需要时再单独升格 | [入口](https://www.langchain.com/blog/improving-deep-agents-with-harness-engineering) | +| claude.com 机制文系列(存量回扫,合并) | 信源级 | ⚪ | 同批回扫缺口:skills 全系列(Introducing Agent Skills 2025-10-16 起 8 篇)、subagent/multi-agent 系列 4 篇、Lessons from building Claude Code 双篇(skills 06-03 / prompt caching 04-30)、dynamic workflows 发布文、hooks/plugins/CLAUDE.md/session 管理等机制文——完整清单见 translate/2026-08-27/candidates.md;同上处理 | [入口](https://claude.com/blog/lessons-from-building-claude-code-prompt-caching-is-everything) | > 三篇短 bliki / 随笔(Vibe Coding、Interrogatory LLM、Genie Tarpit)若日后要收,建议合并成一个「概念定义 / 上下文工程 pattern」小专题,别各开条目稀释精品信号。 > diff --git a/works/AGENTS.md b/works/AGENTS.md index 6bbb0b0..432fe28 100644 --- a/works/AGENTS.md +++ b/works/AGENTS.md @@ -78,6 +78,12 @@ sourceFigureAudit: # 仅当 sourceFigureCount 为 0 时必填:核对留痕, | [ronacher-better-models-worse-tools-translation.md](ronacher-better-models-worse-tools-translation.md) | Better Models: Worse Tools | Armin Ronacher / 个人博客 | | [anthropic-context-engineering-claude5-translation.md](anthropic-context-engineering-claude5-translation.md) | The new rules of context engineering for Claude 5 generation models | Anthropic / Claude · Thariq Shihipar | | [langchain-reviewbench-translation.md](langchain-reviewbench-translation.md) | Evaluating code review agents with ReviewBench | LangChain / Nick Hollon | +| [fowler-tdd-in-agent-loop-translation.md](fowler-tdd-in-agent-loop-translation.md) | TDD inside the agent loop - theater or actual value? | Birgitta Böckeler | +| [osmani-practical-loop-engineering-translation.md](osmani-practical-loop-engineering-translation.md) | Practical Loop Engineering | Addy Osmani | +| [zalando-agentic-engineering-translation.md](zalando-agentic-engineering-translation.md) | Agentic Engineering at Zalando: A Snapshot | Bartosz Ocytko | +| [pi-what-is-a-harness-translation.md](pi-what-is-a-harness-translation.md) | What Is a Harness? | Earendil / Pi 团队 | +| [pi-compaction-translation.md](pi-compaction-translation.md) | How Compaction Works in Pi | Earendil / Pi 团队 | +| [arxiv-starharness-translation.md](arxiv-starharness-translation.md) | StarHarness: Evolving Harnesses with Stratified Search for Enterprise Environments | ServiceNow / Mila 等 | ### 中文转译 / 二手资料 diff --git a/works/arxiv-starharness-translation.md b/works/arxiv-starharness-translation.md new file mode 100644 index 0000000..0d54d6f --- /dev/null +++ b/works/arxiv-starharness-translation.md @@ -0,0 +1,263 @@ +--- +title: "StarHarness:用分层搜索为企业环境演化 Harness" +sourceTitle: "StarHarness: Evolving Harnesses with Stratified Search for Enterprise Environments" +sourceUrl: "https://arxiv.org/abs/2608.24804" +sourceAuthor: "Esakkivel Esakkiraja et al.(ServiceNow;Mila;Université de Montréal)" +sourcePublishedAt: "2026-08-25" +sourceSiteName: "arXiv" +summary: "ServiceNow 系团队提出 StarHarness:模型权重固定,只演化环境特定的 harness(提示词、工具接口、skills、MCP provider、subagent、agent-loop 配置)。按基线失败模式分层抽样出紧凑演化池,并把 proposer 可见搜索集、proposer 不可见选择集与留出评估集三层隔离。在 ITBench SRE、EnterpriseOps-Gym ITSM、AutomationBench Finance 上,每环境仅 4–12 个被接受变更即带来 20–35 个百分点的全基准提升;增益在留出任务上保持,并免重演化跨 GPT 与 Qwen 模型家族迁移(12 组迁移全为正,+10.7~+46.3 pp),单任务成本反降 17–53%。轨迹分析把增益归为接口修复、环境惯例与压缩搜索的运营知识三类。" +sourceLanguage: "en" +language: "zh-CN" +translationMethod: "人工整理逐段翻译(cloud agent,对照 arXiv HTML 全文)" +sourceFigureCount: 5 +sourceFigureAudit: "2026-08-27 抓 arXiv HTML 全文核对:
元素共 8 个,其中编号插图 3 幅(Figure 1–3)共含 5 张 PNG,另 5 个为 Table 1–5 的表格包裹(以 markdown 表保真);5 张 PNG 已全部下载本地嵌入" +--- + +# StarHarness:用分层搜索为企业环境演化 Harness + +> 原文:StarHarness: Evolving Harnesses with Stratified Search for Enterprise Environments +> 作者:Esakkivel Esakkiraja, Denis Akhiyarov, Vikas Yadav, Sai Rajeswar, Patrice Bechard, Sridhar Nemala, Sagar Davasam(ServiceNow;Mila;蒙特利尔大学) +> arXiv:2608.24804,提交于 2026-08-25 | 代码:github.com/ServiceNow/StarHarness + +## 摘要 + +我们提出 StarHarness,一个在保持模型权重固定的前提下、演化环境特定智能体 harness 的框架。被演化的 harness 可以包括提示词与任务框定、工具接口、skills、MCP 支撑的 provider、subagent 结构,以及 agent-loop 配置。StarHarness 按基线失败行为对任务分层,构建一个紧凑的演化池;把 proposer 可见的搜索任务与 proposer 不可见的选择任务分离;并保留留出(held-out)任务用于评估泛化。在 ITBench SRE、EnterpriseOps-Gym ITSM 和 AutomationBench Finance 三个基准上,harness 演化在每个环境仅接受 4–12 个变更之后,将全基准性能相对默认 harness 提升 20–35 个百分点。这些增益在被排除于演化之外的任务上持续存在,并且无需重新演化即可跨 GPT 与 Qwen 模型家族迁移。轨迹分析将这些改进归因于接口修复、环境惯例、以及压缩搜索的运营知识,并在若干设置中观察到更少的假阳性诊断和更短的轨迹。因此,StarHarness 为减少工具密集型企业任务中持续存在的模型–环境失配提供了一条实用路径。 + +## 1 引言 + +现代 LLM 智能体通过 harness 行动,harness 定义了它们如何使用工具、如何解释状态。工具增强型智能体依赖推理、动作与外部状态之间的交互(Yao et al., 2023; Schick et al., 2023)。在工具密集的企业任务中,harness 设计决定了智能体能否检索到正确的记录、执行有效的变更操作、并满足精确的最终状态检查(Rombaut, 2026; Meng et al., 2026)。接口设计可以在不改变模型权重的情况下改变智能体行为与任务成功率(Yang et al., 2024)。 + +企业服务管理与工作流智能体必须通过有状态的后端、庞大的工具面、跨步骤依赖、以及工具 schema 常常遗漏的领域惯例来行动。我们的基准捕捉了这个更广泛问题的不同实例:ITBench 测试基于运维遥测数据的根因分析(Jha et al., 2025);EnterpriseOps-Gym 用数据库断言测试改变状态的 ITSM 工作流(Malay et al., 2026);AutomationBench 用程序化状态检查测试多应用财务工作流(Shepard & Salimans, 2026)。它们共同暴露了让企业工具使用变得困难的状态依赖、策略约束和最终状态要求(Yao et al., 2024; Lu et al., 2024),并提出三个问题:搜索能否从一个紧凑的任务子集演化出 harness 而不对该子集过拟合?由此产生的变更能否迁移到未见过的任务和其他模型?harness 演化到底修复了哪些交互失败? + +StarHarness 通过在保持模型权重固定的前提下演化环境特定的 harness 来回答这些问题。该方法按基线失败行为对任务分层,把 proposer 可见的搜索任务与 proposer 不可见的选择任务分离,并保留留出任务用于评估。 + +我们的贡献: + +1. **高效的分层 harness 演化。** 我们提出一个 harness 演化协议:在按失败模式分层的紧凑任务子集上搜索,同时分离 proposer 可见的搜索任务、proposer 不可见的选择任务与留出评估任务。这提供了对泛化的直接度量。 +2. **专用 harness 的任务与模型迁移。** 在三个有状态企业基准上,用一个模型演化出的 harness 能改进被排除于演化之外的任务,并且无需重新演化即可跨 GPT 与 Qwen 模型迁移。 +3. **对习得专门化的分析。** 我们识别出三种反复出现的环境专门化形式:接口修复、环境惯例、以及压缩搜索的运营知识,并把它们与智能体的精确度、收敛性和效率的变化联系起来。 + +## 2 相关工作 + +### 2.1 提示词与 Harness 优化 + +提示词优化方法用生成的候选、文本反馈或演化式选择来搜索指令与示例(Opsahl-Ong et al., 2024; Agrawal et al., 2025)。智能体架构方法把搜索扩展到可执行模块与工作流结构(Khattab et al., 2024; Zhang et al., 2025)。 + +近期的 harness 级系统直接编辑可执行的脚手架,或将 harness 与模型策略、权重共同演化(Lee et al., 2026; Hebbar et al., 2026)。 + +StarHarness 研究一个更窄的部署问题:把一个冻结模型的 harness 适配到一个有状态的企业环境。其搜索空间包括提示词、工具、skills、MCP provider、subagent 与执行策略。这一文献中的评估协议各不相同:Meta-Harness 在文本分类和数学推理上使用留出集,但在同一个 89 任务的 TerminalBench-2 基准上搜索并报告最终性能,其作者将此框定为"发现"(discovery)设定(Lee et al., 2026)。我们使用任务级分离、proposer 不可见的选择集与留出评估来区分搜索性能与泛化,呼应了近期对更严格 harness 演化评估的呼吁(Wang et al., 2026)。所产生的编辑始终位于模型权重之外,可以像普通代码变更一样被测试和回滚。 + +### 2.2 智能体基准与企业环境 + +现有基准以不同的交互接口覆盖了相关的智能体场景。WorkArena(Drouin et al., 2024)研究 ServiceNow 平台上基于浏览器的知识工作,Terminal-Bench 2.0(Merrill et al., 2026)在隔离环境中评估困难的命令行任务。我们聚焦三个互补的企业场景:ITBench(Jha et al., 2025)包含 40 个 Kubernetes 根因分析场景,智能体在给出结构化诊断之前需要检查告警、事件、trace、指标与拓扑;EnterpriseOps-Gym(Malay et al., 2026)包含 103 个 ITSM 工作流,横跨事件、问题、变更、知识与用户管理任务,用 SQL 验证器检查最终的 ServiceNow 状态;AutomationBench(Shepard & Salimans, 2026)包含 100 个财务工作流,横跨 47 个模拟 SaaS 应用,用针对环境状态的程序化断言打分。这些基准要求智能体操作领域工具、维护持久状态、满足工作流特定目标。我们用它们来度量一个冻结的专用 harness 的任务级泛化与跨模型迁移。 + +## 3 方法 + +### 3.1 概览 + +我们把 harness 演化定义为对围绕固定语言模型的可执行脚手架的外环(outer-loop)优化。在我们的实现中,StarHarness 优化器是一个基于 Oh My Pi(contributors, 2026)——Pi agent harness(Zechner, 2026)的一个变体——构建的编码 harness。它承载 proposer 并执行"编辑、验证、评估"循环:暴露被允许的仓库与基准轨迹,应用候选补丁,运行检查,并发起基准评估。优化器修改的是另一个独立的 Stirrup harness(Artificial Analysis, 2026),后者是被评估的智能体 harness。其可编辑面包括提示词与任务框定、工具定义与 schema、参数预处理、skills、MCP provider、subagent 结构、上下文管理、验证与结束逻辑。演化期间模型权重与基准保持固定。 + +设 D 表示一个基准,h 表示一个 harness,M 表示智能体模型,J(h; D) 为代价函数,此处定义为用 h 驱动 M 在 D 上运行得到的平均任务分数,越高越好。优化目标是 + +> h* = argmax_{h ∈ H} J(h; D_holdout)  (1) + +其中 H 是被允许的 harness 空间。StarHarness 在搜索期间无法访问留出集的结果,因此它用 proposer 可见的搜索任务和(适用时)proposer 不可见的选择任务来近似这一目标,把 D_holdout 保留给最终评估。 + +编码 harness 运行三个阶段:提议、验证、评估。proposer 读取当前 harness 与搜索集轨迹并返回一个候选补丁。验证器检查作用域、import 与单任务冒烟测试。当存在选择集时,评估器在不可见的选择集上运行有效候选;演化循环应用固定的接受规则。遵循 autoresearch 模式(Karpathy, 2026),演化循环先测量基线,提出一个有界干预,评估它,只保留改进,然后从新的前沿(frontier)重复。一个持久的记忆台账(memory ledger)把补丁、会话与评估工件关联起来,并把前沿分数、逐任务结果、被接受的假设和被丢弃的尝试带入后续迭代。对树搜索而言,台账是一个解日志(solution journal),包含候选节点、父链接、分数、失败状态与晋升决策。图 1 以算法形式给出该过程。 + +演化循环首先运行一个由 proposer 选定的单任务翻转测试(test flip)。如果候选没能翻转该任务,循环记录一次拒绝并跳过昂贵的评估。通过该门槛的候选在选择集上评估;晋升保持确定性:候选必须改进选择集均值,只有当验证器通过率这一额外指标可用时才用它做平手判定。循环把被接受的候选提交为新前沿并刷新搜索轨迹;被拒绝、无效或崩溃的候选回滚到之前的前沿。 + +![图 1:StarHarness 演化流程](imgs/arxiv-starharness/starharness_overview.png) + +**算法 1:StarHarness 演化** +输入:基准 D;固定模型 M;种子 harness h₀;proposer P;预算 B。输出:演化后的 harness h*。 +1. 在 D 上运行 h₀;记录分数与失败分层 +2. 构建 D_search、D_select、D_holdout +3. h ← h₀;s ← J(h; D_select);初始化台账 L +4. for t = 1, …, B: +5.  L ← 加载台账;T ← 收集搜索轨迹 +6.  Δ ← P(h, T, L);把 Δ 捕获为限定作用域的补丁 +7.  若作用域、泄漏、import 或冒烟检查失败:回滚并记录拒绝 +8.  否则运行 proposer 选定的翻转测试 +9.   若翻转测试失败:回滚并记录拒绝 +10.   否则在不可见的 D_select 上评估 h ⊕ Δ +11.    若选择集分数改进,或持平且可用的验证器指标改进:提交 h ⊕ Δ;更新 L;刷新 T +12.    否则:回滚 Δ;更新 L +13. 返回 h;在 D_holdout 与 D 上各评估一次 + +> 图 1:StarHarness 演化。上:对应的工作流;下:可执行过程。proposer 读取当前前沿、持久记忆台账与搜索集轨迹,但永远看不到选择集或留出集轨迹。候选先通过限定作用域的验证与 proposer 选定的翻转测试,再进入不可见的选择集评估;被接受的编辑推进已提交的前沿并刷新台账与搜索轨迹。对树搜索而言,台账存储候选节点与父链接,而不只是单一贪心前沿。 + +### 3.2 任务划分与分层抽样 + +我们在演化开始前构建任务划分。从共 N 个任务的完整基准中,先保留 N′ 个评估可复现的任务,然后用三个基线描述量抽样出一个 K 个任务的演化池(通常 K ≈ N/2): + +- 基线失败模式(如 wrong_tool、context_loss、missing_evidence、premature_conclusion) +- 基线任务分数 +- 验证器通过率 + +这些描述量来自演化前在全部 N′ 个任务上的一次基线运行。当协议使用选择集时,我们把演化池拆分为 proposer 可见的搜索任务与 proposer 不可见的选择任务,并匹配二者的基线分数、失败模式与验证器通过率分布。proposer 收到搜索任务的轨迹与结果,但收不到选择任务的内容、轨迹、验证器反馈或逐任务结果。其余 N′−K 个任务构成留出集,永远不影响提议或接受。 + +### 3.3 搜索策略:探索与利用 + +我们在两种搜索过程中使用相同的 proposer、验证器、评估器与接受分数。在爬山法(hill climbing)中,状态是单一的前沿 harness。在第 t 次迭代,proposer 从当前前沿的轨迹中产出一个补丁 Δₜ;系统当且仅当 hₜ ⊕ Δₜ 严格改进选择集分数、或持平且改进可用的验证器指标时保留它,否则恢复 hₜ。 + +在树搜索中,状态是一组候选节点。每个节点存储父指针、累积补丁、搜索轨迹、验证状态与选择集分数。proposer 可以探索一个失败模式、起草一个补丁、调试一个失败的候选、合并两个兼容节点、或改进一个已有节点。有效节点在同一个不可见选择集上打分;最佳存活节点成为后续精化的前沿。这保留了备选假设,而不是在第一个被接受的编辑后就锁定。 + +我们仅在 EnterpriseOps-Gym 上把这两种模式用作一个探索–利用对照实验。树搜索探索备选假设;爬山法随后通过有界的局部编辑利用最佳的树前沿。两个阶段是先后进行的,因此这个设计描述的是两种模式如何互补,而不提供因果性的正面对比。 + +### 3.4 护栏与候选隔离 + +StarHarness 执行的是基准辅助的环境适配:proposer 可以检查搜索任务的轨迹及其评估结果以诊断反复出现的失败,但护栏防止它编码任务特定的答案。 + +每个候选是相对当前前沿的一个 git diff,作用域限定在基准的可编辑目录与共享智能体框架内。被禁止的变更包括: + +- 按任务 ID 分支或硬编码答案 +- 在智能体提示词中放入验证器或断言内容 +- 真值表或对隐藏状态的访问 +- 基准特定的答案映射 + +这些约束瞄准的是可复用的环境行为,而非单个任务的解。验证器在基准评估前检查作用域、import 与单任务冒烟测试。演化循环对未通过任何检查的候选直接回滚,不运行选择集评估。 + +## 4 实验 + +### 4.1 实验设置 + +**基准。** 我们在三个企业基准上评估: + +- **ITBench SRE**(Jha et al., 2025):ITBench-AA SRE 集的最新公开版本,包含来自 OpenTelemetry demo 应用的 40 个 Kubernetes 根因分析场景(数据集:huggingface.co/datasets/ArtificialAnalysis/ITBench-AA)。智能体检查一个包含告警、事件、trace、指标与拓扑的离线事故快照,然后写出识别相关实体的结构化诊断。我们的 Stirrup 基线在可用之处遵循文档化设置,包括沙箱代码执行环境、基于 shell 的快照检查与结构化 JSON 输出。 +- **EnterpriseOps-Gym ITSM**(Malay et al., 2026):103 个 ITSM oracle 任务(事件、问题、变更、知识与用户管理),是更大的 1,150 任务基准的一个子集,针对 ServiceNow MCP 后端运行,由检查最终数据库状态的 SQL 验证器打分。 +- **AutomationBench Finance**(Shepard & Salimans, 2026):100 个财务工作流任务(应付/应收、费用、报表、记账),横跨 47 个模拟 SaaS 应用,由针对环境状态的程序化断言打分。我们报告模型达成的领域目标份额;护栏违规使该任务得 0 分。我们的 Finance-100 子集与 Stirrup harness 不同于基准论文的默认设置,因此分数与 Shepard & Salimans (2026) 报告的分数不可直接比较。 + +三个基准均按 Artificial Analysis 的评估描述(artificialanalysis.ai/evaluations)打分。对 AutomationBench,该分数由模型达成的领域目标份额计算,护栏违规使任务得 0 分。 + +**模型。** 我们用 GPT-5.4(medium 推理)作为受测智能体模型演化 harness,proposer 同为 GPT-5.4,运行在基于 Pi 的编码 harness 内(OpenAI, 2026)。随后我们把同一个冻结的演化后 harness——不做重新演化——在每个基准上评估更多 GPT 与 Qwen 模型,包括 Qwen3.6(Qwen Team, 2026)。 + +**基线。** 各基准的基线是带默认提示词与工具配置的未修改 Stirrup 智能体框架。我们还与独立的 Pi、Codex harness,以及叠加在 Pi harness 之上的 GEPA 提示词优化对比。 + +### 4.2 主结果 + +图 2 汇总了全基准 harness 对比。分数采用各基准自身的指标,越高越好。StarHarness (Stirrup) 指演化后的 Stirrup harness,GEPA (Pi) 指叠加在 Pi harness 上的提示词优化。 + +StarHarness (Stirrup) 在全部三个基准上都是最强配置。相对 GEPA (Pi)(Agrawal et al., 2025),在 ITBench、EnterpriseOps-Gym 与 AutomationBench 上的增益分别为 +13.8、+22.3、+17.6 个百分点。这一对比是描述性的:这些系统在提示词、工具、执行策略与 harness 架构上都不同,因此无法隔离单一因果成分。该结果表明:环境特定的 harness 设计能在纯提示词优化之外增加可观的性能。 + +性能增益还伴随着更低的 GPT-5.4 单任务推理成本估计:按公布价格(OpenAI, 2026),StarHarness 在 ITBench 上降低成本 17%,在 EnterpriseOps-Gym 上降低 53%,在 AutomationBench 上降低 29%。 + +![图 2a:ITBench SRE 全基准 harness 对比](imgs/arxiv-starharness/harness_comparison_itbench.png) + +![图 2b:EnterpriseOps-Gym ITSM 全基准 harness 对比](imgs/arxiv-starharness/harness_comparison_eops.png) + +![图 2c:AutomationBench Finance 全基准 harness 对比](imgs/arxiv-starharness/harness_comparison_automationbench.png) + +> 图 2:ITBench SRE、EnterpriseOps-Gym ITSM 与 AutomationBench Finance 的全基准 harness 对比。GEPA (Pi) 指叠加在 Pi harness 上的提示词优化;StarHarness (Stirrup) 指演化后的 Stirrup harness。AutomationBench 分数为模型达成的领域目标份额,护栏违规记 0 分。 + +### 4.3 冻结跨模型迁移 + +表 1 汇总了全部三个基准上的冻结 harness 迁移结果。每个演化后 harness 的分数用的都是同一个以 GPT-5.4 演化出的 StarHarness 工件;对被迁移的模型未做任何基准特定的重新演化。该 harness 改进了表中每一个被迁移的模型,包括 GPT 与 Qwen 两个家族。 + +**表 1:冻结 StarHarness 的跨模型迁移。数值为全基准分数;括号内为推理档位(如适用)。** + +| 基准 | 模型 | 基线 | StarHarness | Δ | +|---|---|---|---|---| +| ITBench | Qwen3.5-27B | 25.6% | 70.0% | +44.4 pp | +| ITBench | GPT-5.4-mini (medium) | 33.1% | 79.4% | +46.3 pp | +| ITBench | GPT-5.4 (medium) | 40.0% | 75.0% | +35.0 pp | +| ITBench | GPT-5.5 (medium) | 50.8% | 78.7% | +27.9 pp | +| EnterpriseOps-Gym | Qwen3.6-27B | 18.2% | 38.8% | +20.6 pp | +| EnterpriseOps-Gym | GPT-5.4-mini (medium) | 13.6% | 31.1% | +17.5 pp | +| EnterpriseOps-Gym | GPT-5.4 (medium) | 23.3% | 43.7% | +20.4 pp | +| EnterpriseOps-Gym | GPT-5.5 (high) | 37.8% | 48.5% | +10.7 pp | +| AutomationBench | Qwen3.6-27B | 48.2% | 75.5% | +27.3 pp | +| AutomationBench | GPT-5.4-mini (medium) | 29.6% | 70.0% | +40.4 pp | +| AutomationBench | GPT-5.4 (medium) | 57.1% | 83.2% | +26.1 pp | +| AutomationBench | GPT-5.5 (medium) | 59.6% | 84.9% | +25.3 pp | + +作为参照,EnterpriseOps-Gym 一轮还报告了外部 Claude 参考分数:48.1%(Fable 5)、35.9%(Sonnet 5)、35.5%(Opus 4.8 max),见图 3。这些参考运行不属于受控的"基线–StarHarness"对比。 + +![图 3:EnterpriseOps-Gym 模型迁移榜单](imgs/arxiv-starharness/eops_benchmark_comparison.png) + +> 图 3:EnterpriseOps-Gym 模型迁移榜单。Claude Fable 5 分数是外部 Artificial Analysis 参考值,不属于受控的基线–StarHarness 对比。 + +### 4.4 留出泛化 + +表 2 汇总了 GPT-5.4 在三个基准上的泛化情况。 + +**表 2:GPT-5.4 泛化汇总。数值为绝对增益(百分点)。** + +| 基准 | 模型 | 演化集 | 留出集 | +|---|---|---|---| +| ITBench | GPT-5.4 | +45.0 | +31.7 | +| EnterpriseOps-Gym | GPT-5.4 | +22.0 | +15.1 | +| AutomationBench | GPT-5.4 | +23.0 | +29.3 | + +## 5 分析:Harness 演化学到了什么 + +三次演化运行共接受了 21 个补丁:ITBench 4 个、EnterpriseOps-Gym 12 个、AutomationBench 5 个。在 EnterpriseOps-Gym 上,8 个被接受的补丁来自树搜索探索阶段,4 个来自随后的爬山阶段。树阶段暴露了相互作用的 schema、提示词与工具失败;爬山阶段随后加入了针对性的关联与落地修复。跨基准来看,这些编辑处理了三类模型–环境摩擦。 + +**接口修复。** EnterpriseOps-Gym 的演化修复了 MCP 参数处理,保留了复合 schema,剪除了误导性字段,并加入了关联与自引用提示。这些变更让既有环境接口更可用,而不改变任务数据或验证器。AutomationBench 类似地获得了结构化的行操作,替换了脆弱的原始电子表格编辑。 + +Codex 在 EnterpriseOps-Gym 上提供了一个贴近的参照:它得 41.7%,StarHarness 为 43.7%。Codex 默认的 MCP 预处理会归一化并压缩 schema,减少对严格的 Docker 后端服务器的无效调用——该服务器会拒绝违反 schema 的显式 null 与空值。StarHarness 学到了互补的修复:先收窄并丰富 schema,然后在调用抵达服务器之前剥除 null、空值与占位参数。 + +**环境惯例。** 演化后的 harness 把隐性的运营规则显式化。例子包括 EnterpriseOps-Gym 的执行契约、优先级与影响度/紧急度的联动更新、以及保留关系字段的要求。在 AutomationBench 中,系统指引把相对日期锚定到沙箱时钟,并在变更操作前加入分诊(triage)步骤。harness 编码了这些流程,而模型权重保持固定。 + +**运营知识与搜索压缩。** 若干补丁把可重复的工作移出了开放式推理。ITBench 获得了一个取证概览(forensics overview),从观察到的证据对候选上游原因排序。AutomationBench 获得了日期与财务计算器,用于确定性的时间与数值运算。这些变更编码了运营知识并压缩了搜索;它们暴露的是从任务环境导出的信息,不访问标签或验证器状态。 + +### 5.1 轨迹分析 + +每张表报告基线、演化后 harness 及可配对记录上的绝对变化。 + +**ITBench。** 表 3 报告全部 40 个任务上的全基准分数与执行轨迹。演化把任务分数从 40.0% 提升到 75.0%,减少了轮次与假阳性,增加了真阳性,同时 shell 调用数量相当。 + +**表 3:ITBench(GPT-5.4)全基准分数、执行轨迹与估计 API 成本对比(全部 40 个任务)。** + +| 指标 | 基线 | 演化后 | Δ | +|---|---|---|---| +| 全基准任务分数 | 40.0% | 75.0% | +35.0 pp | +| 每任务轮次 | 25.2 | 22.1 | −3.1 | +| Shell 调用 | 49.8 | 46.7 | −3.1 | +| 每任务成本 | $3.26 | $2.70 | −17% | +| 假阳性 | 0.79 | 0.33 | −0.46 | +| 真阳性 | 0.45 | 0.78 | +0.33 | + +演化后的智能体在检查相当数量原始证据的同时,用更少的轮次得出更准确的结论。回归(regression)出现在本应终止于近因、上游搜索却仍在继续的情形。 + +**EnterpriseOps-Gym。** 表 4 报告全基准的任务成功率与执行轨迹。演化缩短了工作流并提高了验证器完成率。 + +**表 4:EnterpriseOps-Gym(GPT-5.4)全基准任务成功、执行轨迹与估计 API 成本对比(103 个任务)。** + +| 指标 | 基线 | 演化后 | Δ | +|---|---|---|---| +| 全基准任务成功率 | 23.3% | 43.7% | +20.4 pp | +| 每任务轮次 | 18.12 | 9.87 | −8.25 | +| 工具调用 | 29.53 | 16.83 | −12.70 | +| 每任务成本 | $1.23 | $0.58 | −53% | +| 验证器通过率 | 34.5% | 72.8% | +38.3 pp | + +schema 与参数修复针对工具选择;执行与结束契约针对不完整的工作流;自引用与关联提示在相互依赖的变更操作间保持状态。 + +**AutomationBench。** 表 5 报告完整的 GPT-5.4 执行记录对比。在完整的 GPT-5.4 任务集上,演化减少了不安全执行并改善了部分完成。 + +**表 5:AutomationBench(GPT-5.4)执行记录与估计 API 成本对比(100 个任务)。** + +| 指标 | 基线 | 演化后 | Δ | +|---|---|---|---| +| 领域目标分数 | 57.1% | 83.2% | +26.1 pp | +| 平均部分得分 | 67.3% | 86.1% | +18.8 pp | +| 每任务轮次 | 16.35 | 11.98 | −4.37 | +| 每任务成本 | $0.14 | $0.10 | −29% | +| 有护栏违规的任务数 | 20 | 4 | −16 | +| 护栏违规总数 | 33 | 4 | −29 | +| 零分任务数 | 24 | 6 | −18 | + +该 harness 把分诊放在变更操作之前,把日期锚定到沙箱时钟,并把算术与电子表格操作委托给确定性工具。我们无法从这些记录中隔离任何单个工具的贡献。 + +在全部三个基准上,被接受的编辑或修复了接口、或显式化了环境惯例、或编码了运营知识、或压缩了对可用证据的搜索。我们无法从配对对比中隔离单个补丁的因果贡献。 + +## 6 结论 + +我们的结果表明:当围绕固定模型的 harness 被适配到环境时,模型可以大幅改进。在 ITBench、EnterpriseOps-Gym 与 AutomationBench 上,StarHarness 学到了对工具接口的修复、环境惯例、运营知识与搜索压缩辅助。这些变更改进了全基准分数,泛化到被排除于演化之外的任务,并且无需重新演化 harness 即可跨 GPT 与 Qwen 模型家族迁移。在可测量的设置中,轨迹分析把增益与更短的工作流、更少的假阳性诊断和更少的不安全执行联系起来。 + +这些结果表明:对有状态的企业智能体而言,harness 演化是模型扩展(model scaling)之外一个实用的补充。搜索改变的是一个固定模型如何检索记录、调用工具、保持依赖、验证副作用。未来方向是通过强化学习共同演化 harness 与模型权重,让脚手架与策略共同专门化于企业交互协议。这可能产出更小、更高效的企业模型,并检验联合的 harness–权重优化能否以更低的推理成本匹敌或超越更大的模型。 + +--- + +*译注:本文完整翻译了论文正文(摘要、第 1–6 节,含图 1–3 说明与表 1–5 全部数据)。省略部分:References 参考文献列表(25 条,原文条目见 `sources/arxiv-starharness/source-full.md`)以及 arXiv HTML 页面模板性内容(报错指引等)。本论文 HTML 版无附录。* diff --git a/works/fowler-tdd-in-agent-loop-translation.md b/works/fowler-tdd-in-agent-loop-translation.md new file mode 100644 index 0000000..94f3368 --- /dev/null +++ b/works/fowler-tdd-in-agent-loop-translation.md @@ -0,0 +1,334 @@ +--- +title: "agent 循环里的 TDD——表演,还是真有价值?" +sourceTitle: "TDD inside the agent loop - theater or actual value?" +sourceUrl: "https://martinfowler.com/articles/exploring-gen-ai/tdd-in-the-agent-loop.html" +sourceAuthor: "Birgitta Böckeler" +sourcePublishedAt: "2026-08-10" +sourceSiteName: "martinfowler.com" +summary: "Böckeler 用一个探索性 eval 检验「让 agent 在自己的循环里做 TDD」是否值得:Sonnet 4.6 生成方案、Opus 4.8 盲评,5 个批次下 TDD 无质量优势、mutation score 无差异,token 反而贵 3–8.5 倍。她逐条检视 TDD 六大目标在 agent loop 内的失效方式,主张放弃规定过程、转向 mutation testing、静态分析与 Approved Scenarios 等结果导向的反馈机制。" +sourceLanguage: "en" +language: "zh-CN" +translationMethod: "人工整理逐段翻译(cloud agent,对照原文全文)" +sourceFigureCount: 2 +--- + +# agent 循环里的 TDD——表演,还是真有价值? + +> 原文:[TDD inside the agent loop - theater or actual value?](https://martinfowler.com/articles/exploring-gen-ai/tdd-in-the-agent-loop.html) +> 作者:[Birgitta Böckeler](https://birgitta.info)(Thoughtworks Distinguished Engineer,AI 辅助交付专家) +> 发布于 2026 年 8 月 10 日,martinfowler.com「[Exploring Gen AI](https://martinfowler.com/articles/exploring-gen-ai.html)」系列 + +TDD(测试驱动开发)工作流可以以多种方式用在 AI 增强编码中: + +1. 人来写测试:由人以某种形式定义测试场景——可以是自然语言、BDD 风格,或者直接写成代码。然后由 AI 编写实现让这些测试通过(可能会有一个先把人写的场景转换成代码的前置步骤)。 +2. 给人设置的 review 检查点:AI 写一个失败的测试,人来审查这个测试是否在测想要的行为,然后 AI 再写实现。 +3. 完全在 agent loop(agent 自主执行的循环)内部:提示 agent 先逐个写出失败的测试,然后编写实现,并检查之前失败的测试已经转绿。 + +现阶段,最后一种用法是目前为止最常见的。但让 agent 完全在它自己的循环里遵循 TDD 工作流,真的有区别吗?它真的能带来价值,还是说,这是那种少见的例子——对人有益的东西,对编码 agent 来说可能无关紧要,甚至有害? + +我搭建了一个探索性的评估装置,想在这个问题上刮开一层表面,看看能发现什么。它远算不上一份全面、结构化的 eval 结果,但确实产出了一些假设——如果你正在费力让你的 agent 使用 TDD,这些假设值得想一想。 + +**TLDR;** 依据 Opus 对产出质量的评判,TDD 工作流与非 TDD 工作流之间不存在清晰可辨的差异。恰恰相反,Opus 不止一次把非 TDD 工作流的方案在设计与测试质量上排得略高。各方案之间的变异测试(mutation testing)得分也没有有意义的差异。 + +## 实验设置 + +- *任务:* 我借助 Claude 创建了一个小型、一个中型和一个较大的任务,全部是绿地(green field)实现的一小块业务逻辑。我让它给出一批建议,并要求逻辑要有个性、够具体,以提高各方案之间出现差异的概率,而不是简单重复训练数据中已经占主导地位的东西。 +- *指令:* 在所有 run 中,我都加入了「代码覆盖率至少达到 80%」的指令。 +- *模型:* 我用 Sonnet 4.6 生成方案。 +- *TDD 遵循度评判:* 对 TDD 遵循程度的评估同样由 Sonnet 4.6 完成。 +- *方案质量评判:* Opus 4.8 在不知道方案如何产生的前提下,比较各方案及其测试的质量。我没有对「什么算好质量」给出很具体的输入,因为这是一次非常开放的探索。而且以我的经验,我给得越具体,模型就越可能不必要地过度对齐我列出的质量标准。Opus 在代码质量评判方面已经展现出相当强的能力。在对方案排名时,它现场生成了一份评分 rubric,传给所有负责评估各个方案的子 agent。 + +![方法流程图:在每个批次中,我用同一任务分别带 TDD 指令和不带 TDD 指令各跑两次。然后让 Opus 在不知道方案如何产生的情况下比较这四个方案。之后再把会话记录提供给 Opus,请它推测 agent 的工作方式是否以及如何影响了方案质量。](imgs/fowler-tdd-in-agent-loop/tdd_comparison_overview.svg) + +当你从我的结果中得出自己的结论时,主要需要考虑这些前提: + +- 这显然是一个非常小的样本量,请对结果持保留态度 +- 「质量」意味着什么,几乎完全交给了 Opus 判断(只给了少量关于测试质量的提示) +- 没有任何一次 run 完美地遵循了 TDD,但都遵循得相当不错 +- 交给 agent 的编码任务全是绿地项目,规模相对较小,纯粹是业务逻辑 + +## Agent 做 TDD 到底行不行? + +在开始之前,我得先确保 TDD 指令真的被遵循了。从过往经验看,这对我来说一直不顺利:agent 经常先写实现、事后补测试,跳过确认红灯(red)这一步,或者超前于当前测试过度实现,导致下一个测试从未变红就直接通过。 + +我最终使用的 prompt 在 Sonnet 上效果足够好,可以用于这次比较,尽管所有会话都或多或少出现了上述失败模式。对每一次 TDD run,我都安排一个独立的 agent 基于会话记录来评判工作流被遵循得如何,以免我不小心把一次并没有实质做 TDD 的 run 计入结果。 + +## 结果 + +我创建了 5 个批次的方案,每批各含两个非 TDD 方案和两个 TDD 方案。在其中一个批次里,我还额外加了两次 run,指令是先写测试(test-first),但不要求完整的 TDD 纪律(不做增量式 red/green)。 + +在小型任务(1 个批次)和中型任务(3 个批次)中出现了某种模式:Opus 把两个非 TDD 方案排在第 1 和第 2,把两个 TDD 方案排在第 3 和第 4。只有一次——在我用更明确的「重构与设计审查」步骤强化 TDD prompt 之后——TDD 方案排到了第 1。不过在同一批次里,用完全相同 prompt 跑出的另一个 TDD 方案却排在了最后……在较大的任务上,TDD 落在中游,而两次非 TDD run 分别占据了最好和最差的位置。 + +(详细数据见附录) + +## 假设 + +总结起来:在各批次中,TDD 和非 TDD 都既拿过最佳也拿过最差,整体上 TDD 的表现略差一些。 + +我让 Opus 在知道每个方案用了哪种工作流的前提下查看会话轨迹、对结果提出假设。Opus 发现,非 TDD 和 test-first 的 run 总是在写任何代码或测试之前,先完成完整的设计(架构、数据类型、边界情况、契约),而不是逐条需求、逐个测试地推进。这似乎正是让天平略微偏向它们的因素:相对更好的数据模型、更多横切性的边界情况处理、更完整的功能实现。 + +而 TDD 指令会主动对抗这种前置设计步骤。那些 run 里的设计是由许多局部最小化决策累加涌现出来的,而且极少被回头审视,因此往往就停留在第一个测试碰巧锁定的形状上。agent 没想到要为之写测试的行为,就干脆完全没有被实现。 + +我和 [Ivett Ördög](https://ivettordog.com/) 聊起这件事时,她提出了这样一个理论:「AI agent 的训练方式决定了它们看到的是已完成的函数和这些函数的描述。真正逐步演示 TDD 过程的样例在训练数据中只占极小的一部分。这意味着 LLM 对代码的内部表征,是从需求到代码的直接翻译,而不是一个如何抵达那个表征的过程。」 + +## TDD 的目标——在 agent loop 里还成立吗? + +以下是我关于在 agent loop 中使用 TDD 的一般性思考,不只基于这次实验。我会逐一过一遍我自己使用 TDD 时追求的终极目标。那些只是关于「要有测试」(尤其是单元测试)的目标——比如重构安全网、活文档、测试覆盖率——我会跳过,聚焦在专属于 TDD 工作流本身的那些目标上。 + +### Test first >> 避免套套逻辑 + +先写测试让我更容易去断言我想要的输出,而不是复述实现。(如果测试是从它本该检查的那套逻辑推导出来的,那么实现错了它也永远不会失败。)当断言与具体的实现路径解耦时,测试才真正能在行为不符合我的意图时抓住问题。 + +**在 agent loop 里还成立吗?** +在我的实验中,一些 TDD 会话尽管先写了测试,还是照样出现了这个问题。在一个特别明显的例子里,测试拿实现的输出和它自己比对——重新运行同一段代码来产生「预期」答案([见这份观察列表中的第 4 条](https://github.com/birgitta410/tdd-comparisons/blob/main/tdd-analysis-01-medium-redo/sol-2026-07-10_16-40-51/tdd-analysis-1783694844961.md#potential-issues--observations))。先写测试并不能可靠地防止这种情况——它也许能降低概率,而对 LLM 我们本来能指望的也就只有概率了。但从这么小的数据集出发,我无法对这个概率下任何结论。 + +### Test first >> 可测性 + +先写测试确保代码从一开始就被设计成可测试的,而不是事后补上比必要更复杂、更脆弱的测试。 + +**在 agent loop 里还成立吗?** +结果没有给我任何一边倒的清晰信号。顺带一提,我选的任务在规模和性质上都不需要太多设计复杂度,因此也就难以把这一点显现出来。不过在一定程度上,可测性是「驱动设计」的推论(见下文)。 + +### Red-green >> 测试有效性 + +先看到测试失败、再看到它成功(*red-green*),证明了它将来真的能抓住回归。 + +**在 agent loop 里还成立吗?** +当人被移出流程之后,这还有多大意义?看着测试变红,只有在有人检查它*为什么*变红时才能证明任何东西。当 agent 既写测试又确认它失败时,一个红色的测试只告诉你 agent 跑了它并看到了失败,而不能说明失败的原因是对的。我实验中对 TDD 遵循度的评估也印证了这一点:agent 仍然时不时跳过或伪造红灯步骤,或者超前于测试实现,使测试立即通过。回归有效性可以用变异测试(mutation testing)来监控和改进([我在这里写过](https://martinfowler.com/articles/sensors-for-coding-agents.html#TheTestSuiteAsARegressionSensor))。各方案的 mutation score 没有显示出任何信号表明 TDD run 产出了有意义地更好的分数。我其实并不在乎回归质量是*怎么*达成的,只要我有一个机制能看到它有多好。 + +### Test first、red-green-refactor >> 驱动更好的设计 + +先写测试迫使我们在实现之前先规定用法,从而推向更好的接口和更模块化的代码。TDD 循环中的重构步骤则进一步推动我们一步一步改进设计。 + +**在 agent loop 里还成立吗?** +这个实验至少完全没有展示出 TDD run 有更优的设计。基于 Opus 的打分,我现在甚至怀疑 TDD 是否让设计变得更糟了:非 TDD 方案多数时候被排得更高,而且它列出的设计缺陷在我看来是言之成理的。当然,数据集太小,无法就任何事下定论。(如果有人有时间和 token 去跑一个更大规模的实验,那会非常有意思!) + +当人类先写测试时,它迫使我们在实现之前先思考用法,我们必须坐在那种摩擦里——在还不知道怎么构建之前,先把行为和预期规定清楚。agent 体验不到这种摩擦,它可以在规划实现的同一瞬间写出测试。如果这两者之间没有人类检查点,先写测试还剩下什么意义吗? + +### 小步前进 >> YAGNI + +只写恰好能让下一个测试通过的代码,核心在于克制。它本应阻止我们构建还没人要求的抽象、处理还没人提出的情况。 + +**在 agent loop 里还成立吗?** +这是一个非常以人为中心的收益,当 agent 自己做 TDD 时它就丢失了。我们不再有机会坐在那种摩擦里,被迫认真思考我们正在构建的东西的所有细枝末节。理论上这份思考转移到了我们给 agent 写规格(spec)的时候,但在那个环节我们并没有一个类似 TDD 的机制,让我们以小步的方式把 spec 想透。 +那 agent 能不能也以这种小步方式工作,一旦发现某些东西可能没必要就来问我们?以我的一般经验,它们并不擅长这个。在实验里同样如此,「最小实现」的指令并不能可靠地阻止它们多造东西。它们经常越界,实现得比当前测试所要求的更多,因为它们手上有完整的需求。我们通常不会把 spec 一条条地喂给它,那样效率太低了。 + +### 小步前进 >> 快速、局部化的反馈 + +一次只走一小步意味着当测试失败时,我几乎能确切知道原因——因为自上一个绿色状态以来,唯一变化的就是你刚刚写的那一样东西。 + +**在 agent loop 里还成立吗?** +这套装置没有显示出 agent 在有无 TDD 的情况下卡在调试里的频率差异。但以我的一般经验,agent 通常都相当擅长弄清一个测试为什么红了,即便它并没有以小而审慎的步子走到那里。我仍然怀疑:它们偶尔卡住的那些时刻,是否真能被 TDD 的小步显著缓解,以及整体的成本/收益对比是否站得住脚。 + +### 小步前进 >> 信心与学习 + +在《测试驱动开发》(Test-driven Development by Example)的前言里,Kent Beck 给 TDD 的最大理由是「管理恐惧」。他说,对困难问题的合理恐惧会让开发者变得畏缩、不愿沟通、回避反馈。有了 TDD,每一个通过的测试都在向我们展示进展,于是我们可以放松下来,*知道进展已经被锁定*。测试是一种帮助我们坚持走下去的心理机制。 + +**在 agent loop 里还成立吗?** +这在很大程度上是关于管理*人类的*恐惧、给*人类*放松的许可。当 agent 在循环内部做 TDD 时,这一点无法迁移——它不会给我那种当我自己一步一步做时才有的掌控感和信任感。 + +## 成本 + +### 至少 3 倍的 token + +*详细数字见附录。* + +自然地,TDD 工作流需要多得多的对话轮次和工具调用,也就会消耗更多 token。不过,其中很多是缓存命中,所以要注意:3 倍甚至更高的 token 倍数并不直接等于成本高出那么多。(可惜我在实验中没有追踪缓存命中。) + +### Prompt 的维护与测试 + +TDD 这个过程对模型来说似乎并不「天然」。这像是一场逆着训练数据打的上坡战,需要对 prompt 反复迭代很多轮,才能让它在多数时候遵循这个过程。举个例子:我在头几个批次之后发现,agent 在 red-green-refactor 循环中几乎不做重构,于是我修改了 prompt,加重了对这一步的强调——它当然是 TDD 的关键。后来我让 Opus 查看那些会话,看重构努力是否有改善。它确实报告了重构步骤的增加——但同时也列出了一些案例:agent 本来着手要重构,却认定设计已经足够好了,而在 Opus 看来那些设计明显不够好(比如所有东西都实现在一个大模块里,但明明可以拆分成多个职责)。 + +TDD 是一套相对复杂、变量繁多的指令,因此 agent 对它的解读也就存在大量变体。所以我猜想,这类 prompt 在跨模型时会比简单指令更加不稳定,也就意味着要花力气才能让它在不同模型和不同模型版本上持续有效。 + +![总览图:概括 agent 使用 TDD 的成本(token、指令维护),以及 TDD 的各项收益在 agent loop 内部的实际表现。收益部分基本是对文中所列内容的总结。](imgs/fowler-tdd-in-agent-loop/tdd_by_agents_costs_benefits.png) + +## 我的结论 + +我认为到目前为止,越来越多的证据表明:对模型*如何*做某事规定得过细,不是一条可持续的路。相反,我们应该尽可能多地找到监控产出并给予反馈的方式。这些反馈应当尽可能自动化,而我们需要仔细思考,在哪些位置把自己插入进去,充当「什么是好、什么是对」的仲裁者。 + +尽管我清楚我这个小小的 eval 远不能代表对 TDD 有效性的全面视角,但它确实没有给我任何新的迹象表明这些努力是值得的。尤其是当我们能找到其他方式来获得 TDD 的大部分收益时。 + +我个人已经不再要求我的编码 agent 先写测试了,更不用说做 TDD(说实话,后者我从来没要求过)——直到我看到能说服我的 eval 或其他有力论证为止。我转而尝试聚焦于我在 agent loop 之外使用 TDD 时的那些收益,并探索达成它们的替代方式。 + +### 如何获得好的回归测试? + +*……让 agent 和我在既有功能被破坏时能收到信号* + +我仍然在乎扎实的回归测试。因为即便 agent 当然可能用错误的方式把红测试修绿,至少红测试给了它一个反馈信号,去复查那些可能被破坏的既有需求。我[借助变异测试来监控和改进回归质量](https://martinfowler.com/articles/sensors-for-coding-agents.html#TheTestSuiteAsARegressionSensor),而不是写一堆精细的 TDD 指令然后听天由命。 + +### 如何把常态化重构纳入流程? + +*……让代码库始终易于修改* + +重构依然至关重要,但传统 TDD 的小步似乎并不是在 agent loop 中做重构的高效或有效方式。几个触发重构的例子:给 agent [接入静态代码分析](https://martinfowler.com/articles/sensors-for-coding-agents.html#StaticCodeAnalysisBasicLinting);定期运行[结构与模块化评审](https://martinfowler.com/articles/sensors-for-coding-agents.html#StaticCodeAnalysisAiModularityReview);建立团队仪式来保持对代码库的良好理解、及早发现漂移;关注每次变更触及的文件数趋势,以及[一次变更消耗的 token 数](https://martinfowler.com/articles/exploring-gen-ai/refactoring-economic-benefit.html)。 + +### 如何获得信心? + +*……让我不害怕推上生产* + +最难的问题依然是:我们如何获得 TDD 曾经给我们的那种信心?如何管理恐惧?如何锁定进展?我没有明确的答案,但我想提一件看起来像是不错的基石的事:我最近试用了 Ivett Ördög 倡导的 [Approved Scenarios](https://lexler.github.io/augmented-coding-patterns/patterns/approved-scenarios/)(已批准场景)方法。用我自己的话说(别拿这话去要求她),它是一种半手动测试,由为每个应用量身定制的测试运行器支撑。这个运行器以一种便于思考的方式向我展示功能性测试场景,并允许我在彻底确认之后,把预期(场景/夹具)在运行器里「冻结」。将来一旦这些被冻结的预期被违反,我就必须重新批准它们。我的同事 Matteo Vaccari 对[他使用这一方法的经验做了很棒的分享](https://www.youtube.com/watch?v=3tdmoj35HG0)。 + +无论最终是什么给了我们对软件的信任与信心——我认为,我们所熟知的那个 TDD 的角色,已经比前 GenAI 时代小了很多。 + +--- + +## 附录:Opus 评估下的结果 + +完整结果可以在[这个仓库](https://github.com/birgitta410/tdd-comparisons/)找到。 + +- NT = 无 TDD 指令 +- T = TDD 指令 +- TF = Test-first(只先写测试)指令 + +### 全部批次的 token 用量 + +按任务规模拆分: + +| 任务 | NT 平均 token | T 平均 token | T / NT 倍数 | +|---|---|---|---| +| 小型 | 119,815 (n=2) | 1,018,245 (n=2) | 8.50x | +| 中型 | 736,486 (n=2) | 2,181,105 (n=6) | 2.96x | +| 大型 | 253,621 (n=2) | 1,239,408 (n=2) | 4.89x | + +只有中型任务额外做了 test-first 指令的 run。 + +*注意*:这些数字只是会话成本的粗略代理指标,并不衡量一个方案投入了多少代码或思考。记录 token 用量的装置使用了 [pi-coding-agent](https://github.com/earendil-works/pi-coding-agent) SDK 的 `getSessionStats()`,它把会话中每一个 assistant 轮次的 `input + output + cacheRead + cacheWrite` 用量加总。这是整个对话过程的滚动累计值:每一轮都会重读已累积的上下文,而这些重读(通常大部分由缓存提供)都会再次计入该轮的 `cacheRead`。所以「Total Tokens」更多反映的是一个会话用了多少轮,并按彼时上下文已经膨胀到多大加权。它把便宜的缓存读取 token 和昂贵的新鲜 token 等同看待,因此很可能高估了 TDD 的真实美元成本。在这么小的样本量下,请把这些倍数当作方向性的:TDD 稳定地贵好几倍,具体是几倍则有波动。 + +### 中型任务,第 1 轮 + +**任务:** 构建一个 4 阶段的 Python 流水线(解析 → 聚合 → 格式化 → 校验),把原始的 `ROW_ID:CATEGORY:VALUE:PERIOD` 字符串转换成纯文本报表。 + +数字: + +| ID | TDD | 测试数 | 覆盖率 | Mutation Score | Total Tokens | 轮次 | 工具调用 | +|---|---|---|---|---|---|---|---| +| NT1 | 否 | 75 | 100% | 84.2% | 769,814 | 31 | 37 | +| NT2 | 否 | 107 | 100% | 89.6% | 703,159 | 21 | 24 | +| T1 | 是 | 30 | 100% | 81.0% | 1,519,762 | 71 | 28 | +| T2 | 是 | 34 | 99% | 77.3% | 2,580,897 | 103 | 60 | + +总体裁定: + +| ID | TDD | 排名 | 裁定 | +|---|---|---|---| +| NT1 | 否 | 1 | 每阶段一个模块、dataclass、`Decimal`;无正确性 bug,错误处理最强,是唯一检查重复 ROW_ID 的方案;校验自我指涉但无害 | +| NT2 | 否 | 2 | 每阶段一个模块、dataclass、float/round;工程化最佳、测试套件最大,但校验器会拒绝自己产出的合法小数输出(误拒 bug);TOTAL 行从未被校验 | +| T1 | 是 | 3 | 单一模块、dict、float;核心阶段正确,但校验是循环论证(重新运行格式化器);接受 `nan`/`inf`,忽略重复 ROW_ID | +| T2 | 是 | 4 | 单一模块、dict、float;存在活跃的 TOTAL 行 bug(人数被加进金额),且被一个测试「供奉」了起来;完全缺失第 3 条校验检查 | + +(本轮排名只基于裁定、测试数、覆盖率和 mutation score——Opus 的设计/代码/测试分项评分从下一轮才引入。) + +### 中型任务,第 2 轮 + +**任务:** 与 01-medium 相同的 4 阶段报表流水线,以更严格的 TDD 遵循度重跑,并新增 test-first 变体(NT1/NT2 复用 01-medium 的原有代码库)。 + +| ID | 方式 | 测试数 | 覆盖率 | Total Tokens | 轮次 | 工具调用 | +|---|---|---|---|---|---|---| +| NT1 | 无 TDD | 107 | 100% | 703,159 | 21 | 20 | +| TF2 | Test-first | 90 | 92% | 619,531 | 27 | 26 | +| NT2 | 无 TDD | 75 | 100% | 769,814 | 31 | 30 | +| T2 | TDD | 29 | 98% | 2,099,280 | 96 | 95 | +| TF1 | Test-first | 62 | 99% | 268,323 | 17 | 16 | +| T1 | TDD | 25 | 100% | 2,017,739 | 90 | 89 | + +| ID | 方式 | 设计 | 代码 | 测试 | 平均 | 实现/测试 LOC | +|---|---|---|---|---|---|---| +| NT1 | 无 TDD | 8 | 8 | 8 | 8.0 | 497 / 881 | +| TF2 | Test-first | 8 | 8 | 7 | 8.0 | 484 / 850 | +| NT2 | 无 TDD | 8 | 8 | 7 | 7.5 | 330 / 430 | +| T2 | TDD | 7 | 7 | 6 | 6.5 | 207 / 304 | +| TF1 | Test-first | 6 | 6 | 6 | 6.0 | 348 / 360 | +| T1 | TDD | 6 | 6 | 6 | 6.0 | 142 / 228 | + +| ID | 方式 | 排名 | 裁定 | +|---|---|---|---| +| NT1 | 无 TDD | 1 | 测试套件最深,校验最干净(复用格式化器的版式);HEADCOUNT 被混进金额合计且无测试防护 | +| TF2 | Test-first | 2 | 全程 `Decimal`,解析/校验强;第 3 条检查是不可达的死代码,校验模块杂乱 | +| NT2 | 无 TDD | 3 | 设计干净、`Decimal`、解析正确;测试较薄,有一个空转测试,校验自我指涉 | +| T2 | TDD | 4 | 顺利路径干净、格式化正确;遇到畸形输入直接崩溃,而不是返回结构化的解析错误 | +| TF1 | Test-first | 5 | 单文件方案中最强的解析器;TOTAL 行损坏(人数当金额),交付了死脚手架 | +| T1 | TDD | 6 | 最紧凑(142 LOC);畸形输入崩溃,校验最套套逻辑,测试套件最薄 | + +### 中型任务,第 3 轮(改进 TDD 指令) + +**任务:** 与 01-medium 相同的 4 阶段报表流水线,用改进后的 TDD prompt 重跑(强调前置设计和重构);NT1/NT2 依旧复用 01-medium 的代码库。 + +| ID | TDD | 测试数 | 覆盖率 | Mutation Score | Total Tokens | 轮次 | 工具调用 | +|---|---|---|---|---|---|---|---| +| T1 | 是 | 51 | 100% | 90.2% | 3,447,283 | 117 | 116 | +| NT1 | 否 | 107 | 100% | 89.6% | 703,159 | 21 | 20 | +| NT2 | 否 | 75 | 100% | 84.2% | 769,814 | 31 | 30 | +| T2 | 是 | 43 | 100% | 81.1% | 1,421,671 | 61 | 60 | + +| ID | TDD | 设计 | 代码 | 测试 | 平均 | +|---|---|---|---|---|---| +| T1 | 是 | 8 | 8 | 7 | 7.67 | +| NT1 | 否 | 8 | 8 | 6 | 7.33 | +| NT2 | 否 | 8 | 7 | 6 | 7.0 | +| T2 | 是 | 7 | 7 | 6 | 6.67 | + +| 排名 | ID | TDD | 主要弱点 | +|---|---|---|---| +| 1 | T1 | 是 | 只含 HEADCOUNT 的 TOTAL 行被打印成 `$`;校验只是子串检查,不做算术 | +| 2 | NT1 | 否 | 小数 HEADCOUNT → 合法输入触发伪 ValidationError;测试依赖 monkeypatching | +| 3 | NT2 | 否 | `NaN`/`Infinity` 让流水线崩溃而不是抛 ParseError;校验重新运行格式化器 | +| 4 | T2 | 是 | 校验是套套逻辑(拿聚合结果和它自己比对);宽度检查只停留在注释里 | + +### 小型任务 + +**任务:** 构建一个 Python 模块,校验 `DAY-TIME-ROOM-CHECKSUM` 格式的医疗预约时段编码,返回结构化结果,指明哪条规则失败及原因。 + +| ID | TDD | 测试数 | 覆盖率 | Mutation Score | Total Tokens | 轮次 | 工具调用 | +|---|---|---|---|---|---|---|---| +| NT1 | 否 | 61 | 100% | 89.6% | 122,108 | 10 | 15 | +| NT2 | 否 | 58 | 100% | 92.3% | 117,522 | 10 | 20 | +| T1 | 是 | 21 | 100% | 93.6% | 894,451 | 55 | 37 | +| T2 | 是 | 20 | 100% | 93.2% | 1,142,039 | 68 | 26 | + +| ID | TDD | 设计 | 代码 | 测试 | 平均 | +|---|---|---|---|---|---| +| NT1 | 否 | 8 | 9 | 9 | 8.67 | +| NT2 | 否 | 8 | 8 | 8 | 8.0 | +| T1 | 是 | 7 | 8 | 7 | 7.33 | +| T2 | 是 | 6 | 7 | 7 | 6.67 | + +| ID | TDD | 排名 | 裁定 | +|---|---|---|---| +| NT1 | 否 | 1 | 总体最佳——dataclass 结果、无 bug、61 个断言失败原因的测试 | +| NT2 | 否 | 2 | 非常接近——dataclass 结果,但有一处 Unicode 数字的规格偏离 | +| T1 | 是 | 3 | 正确且干净,但结果用 dict + 测试更少 + 有死代码 | +| T2 | 是 | 4 | 设计最弱(自由文本错误信息)+ 一个真实的崩溃 bug | + +### 较大任务 + +**任务:** 构建一个内存态的 Python 积分引擎,支持分级获取率(Bronze/Silver/Gold)、按滚动 365 天消费额重算等级,以及积分兑换。 + +| ID | TDD | 测试数 | 覆盖率 | Mutation Score | Total Tokens | 轮次 | 工具调用 | +|---|---|---|---|---|---|---|---| +| NT2 | 否 | 69 | 100% | 86.9% | 322,148 | 14 | 13 | +| T2 | 是 | 22 | 99% | 85.6% | 1,225,517 | 63 | 62 | +| T1 | 是 | 21 | 99% | 85.2% | 1,253,300 | 67 | 66 | +| NT1 | 否 | 74 | 99% | 89.4% | 185,094 | 11 | 9 | + +| ID | TDD | 设计 | 代码 | 测试 | 正确性 | 平均 | +|---|---|---|---|---|---|---| +| NT2 | 否 | 8 | 9 | 8 | 8 | 8.25 | +| T2 | 是 | 7 | 7 | 8 | 8 | 7.5 | +| T1 | 是 | 7 | 7 | 7 | 9 | 7.5 | +| NT1 | 否 | 8 | 7 | 6 | 6 | 6.75 | + +| ID | TDD | 排名 | 裁定 | +|---|---|---|---| +| NT2 | 否 | 1 | 唯一做了真正输入校验的方案;边界测试精确;仅有乱序购买的次要边界问题 | +| T2 | 是 | 2 | 干净的强类型数据模型,核心规则全部正确;无错误处理、重复购买 ID bug、死状态字段 | +| T1 | 是 | 3 | 功能正确性最高(试探未发现 bug);无类型的嵌套 dict、残留结构、测试最少 | +| NT1 | 否 | 4 | 设计分最高、74 个测试——但有两个高危 bug:批次扣减顺序错误;未来日期的积分被算作可用 | + +--- + +**致谢** + +感谢 Ivett Ördög、Matteo Vaccari、Dan Mutton、Lukasz Plotnicki 和 Emily Bache 抽出时间审阅,以及那些帮助改进本文的反馈与宝贵讨论。 + +GenAI 被用于研究调研、把想法归拢成结构,以及润色语言。 diff --git a/works/imgs/arxiv-starharness/eops_benchmark_comparison.png b/works/imgs/arxiv-starharness/eops_benchmark_comparison.png new file mode 100644 index 0000000000000000000000000000000000000000..946e7fc3d7aa574533bb217f6351e83a0fb96a2e GIT binary patch literal 136464 zcmd421yfs5y9SCBQoML^DikeHTmuw`;_fZ(7AP9D6f5qo!L7JUf#UA&F2Mr?x#{3=!luZuy`)S z7r%?7wu_pBxr^I3XEP*)Z!V6u4lcG<#vf zh}XP2J3@v^(ARcg#PSI?|CS3*SJ*ftT2_MQ+D)Oz01~^60Pb zBk0jypsOf5vP()zGNwOoTwj{n*qB^hzxeM4gkb&KRzIS*EG+4U?LOi_n#cX2xk@5x z62*?U?-=bCYfbIUBqMQk`uV+h1{1ndR3UN+^QBlAS8$kvC;U{n%?m1?1@tY*&i;xS 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Task Specs
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1. Run with TDD

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1. Run with TDD

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1. Run without TDD

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1. Run without TDD

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TDD instructions

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Check that TDD instructions were followed

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2. Opus: judgement of the 4 solutions (no knowledge of which used TDD)

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3. Opus: Hypothesize relationships between judgement and workflow

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Solution 1

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Session Traces 1

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Solution 2

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Session Traces 2

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Solution 3

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Session Traces 3

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Solution 4

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Session Traces 4

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diff --git a/works/imgs/osmani-practical-loop-engineering/anatomy-of-a-loop.svg b/works/imgs/osmani-practical-loop-engineering/anatomy-of-a-loop.svg new file mode 100644 index 0000000..810c03c --- /dev/null +++ b/works/imgs/osmani-practical-loop-engineering/anatomy-of-a-loop.svg @@ -0,0 +1,49 @@ + +Anatomy of a loop + + + + + + + + + + + + + + + + + + + +Practical loop engineering · addyosmani.com + +02 +addyosmani.com +Anatomy of a loopSet a goal, act, evaluate, feed the errors back, repeat until a stop condition holds. +GOALState “done” as acondition a machinecan evaluate.ACTThe agent makesa change, runs thebuild, edits again.EVALUATECompiler, linter,tests — plus a separatemodel reading the goal.Condition holdsStop.Fails — errors go back in as the next inputThe evaluate step is the whole game. A loop is only as good as the check that decides it is done.A strong check isDeterministic (same input, same verdict) · fast enough to run every turn · independent of whoever made the change. + \ No newline at end of file diff --git a/works/imgs/osmani-practical-loop-engineering/choose-your-primitive.svg b/works/imgs/osmani-practical-loop-engineering/choose-your-primitive.svg new file mode 100644 index 0000000..ac5cd24 --- /dev/null +++ b/works/imgs/osmani-practical-loop-engineering/choose-your-primitive.svg @@ -0,0 +1,49 @@ + +Choosing between goal, loop and schedule + + + + + + + + + + + + + + + + + + + +Practical loop engineering · addyosmani.com + +11 +addyosmani.com +Choosing between goal, loop and scheduleThree primitives, three different jobs. Most confusion comes from using one for another’s work. +/goal/loop/scheduleWhat it is forone task, to a finish linewatching on a cadenceroutines that outlive youRuns untila condition holdsyou stop it, or day 7you delete itNeeds an open sessionyesyesno — in the cloudExpireswhen it stops7 daysneverMinimum cadencen/a — it is not timed1 minute1 hourReach for it when“done” is a real checkinputs change, task stays putit must outlive the sessionRule of thumbGoal is a finish line. Loop is a heartbeat. 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