为什么值得关注

它引入了实时自优化的 Harness 模式，让代理自行编写和改进代理工具与工作流；同时提供 CoWork 模式用于 GUI/OS 自动化——全程无需将代码离机。

适合谁使用

注重代码隐私并偏好本地执行的开发者
需要自动化重复编码或重构任务的工程师
研究自改进 AI 代理循环的研究人员
需要超越代码编辑的桌面自动化用户

典型使用场景

通过 Harness 模式自动构建和优化代理工具，持续改进代码库
通过 CoWork 模式自动化人工操作（点击、打字、发送邮件等）
借助 Context Engine 对大型代码库进行图感知语义搜索
设置检查点、审查差异，在多种会话模式下迭代编码

项目优势

完全本地优先，无厂商后端，无数据传输，代码始终留在本地
实时自构建的代理工具链，随迭代不断积累经验
支持任何兼容 OpenAI 的 LLM 提供商、MCP 服务器和语音 API
开源（MIT），采用清晰的模块化架构（Rust 核心 + Tauri 桌面）

使用前须知

目前尚无预编译二进制文件，需要从源码构建（需 Rust、Node.js 及 Tauri 环境）
用户必须自行提供 LLM API 密钥和模型端点
CoWork 模式依赖第三方 Open Cowork 桌面应用来实现 GUI/OS 操作

README 快速开始

⚡ Godcoder

A local-first, open-source AI coding agent for your desktop.

Bring your own LLM key. Your code never leaves your machine.

Download · Features · Architecture · Contribute

🚀 What is Godcoder?

Godcoder is a local-first, fully open-source AI coding agent that runs as a native desktop app. Unlike cloud-based tools, your source code never transits a vendor backend — API requests go straight from your machine to whichever model provider you configure.

It goes beyond editing code: Godcoder can build and continuously improve its own agent harness (Harness mode) and self-train to drive the Open Cowork desktop app, even executing human-action tasks — clicking, typing, opening apps, sending email, e-signing — through GUI/OS automation (CoWork mode). Both modes run a self-optimizing loop that compounds lessons over time, so the agent gets measurably better with use.

Your Machine ──► Model Provider (OpenAI / Anthropic / Any OpenAI-compatible API)
     ▲
     │  (no middleman, no cloud backend, no data lock-in)
     │
  Your Code

Reimagined from the ground up. The original 2024 autonomous-dev pipeline is frozen under v1/ — preserved, not maintained.

🧬 The Agent Builds Its Own Harness — Live

Godcoder doesn't just use a harness. It writes one, improves it, and optimizes it — autonomously, in real time.

This is the defining capability that sets Godcoder apart. Activate Harness mode and the agent takes over its own agent loop: it scaffolds a live sandbox, engineers its own tools and workflows, runs improvement cycles, measures what works, and compounds that knowledge — all without you writing a single prompt.

┌─────────────────────────────────────────────────────────────┐
│              HARNESS MODE  —  Real-Time Self-Build          │
│                                                             │
│  START                                                      │
│    │                                                        │
│    ▼                                                        │

项目描述

A local-first, open-source coding agent for your desktop. Bring your own LLM key; your code stays on your machine and only ever leaves to the model provider. The AI Agent builds its own Harnes.

Godcoder