Harness Engineering 学习指南
这是一个不断生长的学习项目。Harness Engineering（驭缰工程）是 OpenAI 在 2026 年 2 月提出的工程范式：工程师不再写代码，而是设计环境、明确意图、构建反馈回路，让 AI 智能体可靠地完成工作。
课时
- 中文
- 🧭 Six Core Concepts
- 📚 Research Library
- 📖 Translations
- Eight Years of Wanting
- Evaluating code review agents with ReviewBench
- TDD inside the agent loop - theater or actual value?
- Practical Loop Engineering
- Agentic Engineering at Zalando: A Snapshot
- What Is a Harness?
- How Compaction Works in Pi
- StarHarness: Evolving Harnesses with Stratified Search
- The New Rules of Context Engineering for Claude 5
- Better Models: Worse Tools
- Rewriting Bun in Rust
- Building a C Compiler with a Team of Parallel Claudes
- Scaling Long-Running Autonomous Coding
- How We Contain Claude Across Products
- Harness Engineering for Self-Improvement
- Loop Engineering
- The Coming Loop
- A Harness for Every Task: Dynamic Workflows
- METR: Changing Our Productivity Experiment Design
- Inside the Scaffold
- Meta-Harness
- Harness Engineering (full)
- Harness Engineering (memo)
- Encoding Team Standards
- Feedback Flywheel
- Scaling Managed Agents
- Agent Evaluation Checklist
- Agent-driven Development
- Continual Learning
- Codex Orchestration Spec: Symphony
- Claude Code Architecture (Reverse Engineered)
- Maintainability Sensors for Coding Agents
- Structured-Prompt-Driven Development (SPDD)
- The Agent Development Lifecycle (ADLC)
- Interpreters in Deep Agents
- Claude Code Quality Postmortem
- Agentic Harness Engineering (paper)
- Overeager Coding Agents (paper)
- How I Use AI to Code
- How We Built LangSmith Engine
- 🪞 The repo is its own harness (self-reference)
- Harness Engineering Study Guide
- concepts
- feedback
- practice
- 01-ralph-demo
- prompts
- references
- thinking
- 跨文章深层洞见：文章库 × 实践记录交叉对比
- 评估是房间里的大象：Harness Engineering 的阿喀琉斯之踵
- 修流程，不修代码：Bun 重写案例的范式信号
- Guides × Sensors 框架的产品化检验：claude-code-harness v4.2 暴露的五个张力
- 个人开发者的 Harness Engineering：从精英团队到一人军团
- 可驾驭性与 Java/Spring Boot 的结构性优势
- Meta-Harness 与现有 Harness Engineering 体系的五个张力
- 传统软件工程 ↔ AI Agent 工程：一张对照表，与它的三处修正
- AI 时代的软件项目复杂度
- Subagent 不是小号智能体，而是 child runtime
- 为什么有这个项目：从复杂度评估到产品级复刻
- tools
- 工具地图：复杂度维度 ↔ 工具杠杆
- harnesses
- works
- Harness 系列文章之 7：关于 subagent
- 深度拆解：AI Agent Harness 的构造【译】
- 驭缰工程的隐秘叙事：15 篇文章不会告诉你的那个故事
- Harness Engineering 学习指南
- Harness Engineering 学习指南
- Harness Engineering 学习指南
- Harness Engineering 学习指南
- Harness Engineering 学习指南
- Harness Engineering 学习指南
- Harness Engineering 学习指南
- Harness Engineering 学习指南
- Harness Engineering 学习指南
- Harness Engineering 学习指南
- Harness Engineering 学习指南
- Harness Engineering 学习指南
- Harness Engineering 学习指南
- Harness Engineering 学习指南
- Harness Engineering 学习指南
- Harness Engineering 学习指南
- Harness Engineering 学习指南
- Harness Engineering 学习指南
- Harness Engineering 学习指南
- Harness Engineering 学习指南
- Harness Engineering 学习指南
- 驭缰工程 · 项目介绍 PPT 与海报
- poster