# deusyu/harness-engineering

Harness Engineering 学习指南 — 从概念理解到独立实践的深度学习档案

Repository: https://github.com/deusyu/harness-engineering
Canonical: https://ross.abutalabs.com/products/harness-engineering
Language: JavaScript
License: MIT
License Family: permissive
Last push: 2026-08-18T10:01:34+00:00

## Health v2 (maintenance only)
Score: 59/100 (v2, computed 2026-09-02T17:46:02.011165+00:00)
- activity 98, release rhythm 35, longevity 11
- inputs: {"age_days": 163, "days_push": 15, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases, young
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 5669, forks 504 (observed 2026-08-28T04:09:27.611164+00:00)

## What it is
A deep-dive learning guide and study archive for 'Harness Engineering', an agent-first engineering paradigm where engineers design constraints, environments, and feedback loops so AI coding agents write code reliably. It contains 74 concept articles, translations, and hands-on practice artifacts documenting the full learning journey from concept to independent practice.

## Use cases
- learn how to set up AGENTS.md files for AI coding agents
- understand how to design feedback loops so agents write reliable code
- find examples of custom linters that enforce architecture rules for agents
- study how small teams manage a million lines of agent-generated code
- learn repo-as-source-of-truth practices for agent-first development
- understand entropy management and tech debt handling with AI agents

## When to choose
- you want a structured, in-depth curriculum on agent-first engineering practices
- you are adopting AI coding agents like Codex and need guidance on constraints and guardrails
- you prefer learning from a documented real-world practice journey with concept notes

## When to avoid
- you need production software or tooling rather than educational material
- you want an official OpenAI reference rather than a community study archive
- you are looking for a framework or library to install and use directly

## Facets
- artifact type: learning-resource
- maturity: active
- function: developer-tools, documentation, agent-framework, linter, workflow-automation
- domain: artificial-intelligence, developer-tools, tutorials
- platform: cross-platform
- tags: harness-engineering, agents-md, ai-coding-agents, codex, learning-guide, openai, agent-first-development, chinese, ai-agents, automation, web-server

## Member repositories
- deusyu/harness-engineering (main) score 59

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:09:27.611164+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-29T17:54:18.031322+00:00, confidence not recorded.
  - readme: https://github.com/deusyu/harness-engineering (fetched 2026-08-28T04:09:27.611164+00:00, sha 36d74dfc7d7d)
- Data as of 2026-08-30T08:39:29.467469+00:00.