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用于隔离、并行代理开发的桌面应用程序。
A desktop app for isolated, parallel agentic development

原始链接: https://github.com/coder/mux

## mux：并行代理开发 mux 是一款桌面应用程序，专为并行代理工作流程设计，旨在提升开发者效率。它允许用户同时运行多个 AI 代理——利用如 GPT-5-Pro、Grok 和本地 Ollama LLM 等模型——来处理代码审查、重构和新功能开发等任务。 主要功能包括跨变更的上下文连续性、自动恢复的后台处理，以及不同方案的 A/B 测试。工作区可以通过 Git 工作树本地隔离，或通过 SSH 远程隔离。VS Code 扩展提供了无缝集成。 mux 提供了一种类似于 Claude Code 的用户体验，具有计划/执行模式等功能，以及用于管理代理、跟踪成本和审查复杂输出（包括 Mermaid 图表）的独特工具。目前处于预览阶段，对于那些能够容忍潜在错误并寻求增强的代理辅助开发的用户来说，它是一个强大的工具。它是开源的，适用于 macOS 和 Linux。

## AI 编程代理工作流程：摘要 这次 Hacker News 讨论围绕着与 AI 编程代理合作的挑战和解决方案。一个关键问题是，许多代理直接修改本地文件，当开发者同时编辑代码或使用 Git 时，这会产生冲突。用户希望代理能在内存中工作，并以补丁的形式提出更改，以便于受控应用和更轻松的合并。 有几种工具被提及作为潜在的解决方案。**Git 工作树**是一种常见的方法，但当代理数量很多时可能会变得繁琐。**GitButler** 试图简化这一过程，但一些用户认为它复杂且难以从错误中恢复。**Docker** 和虚拟化被建议用于更强的隔离，但被认为对桌面开发来说过于重量级。 几个项目被重点介绍：**workmux**、**agency**、**conductor.build**、**FleetCode** 和 **Catnip**，它们各自提供了不同的方法来管理代理、隔离以及与 Claude 和 Codex 等模型的集成。一个共同的主题是需要更好的异步处理和代理之间的共享上下文，尤其是在处理复杂任务时。最终，用户希望找到能够平衡力量、简单性和可靠工作流程的 AI 辅助编码工具。
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原文

mux product screenshot

A desktop application for parallel agentic development.

Why parallelize?

Here are some specific use cases we enable:

  • Contextual continuity between relevant changes:
    • e.g. create a workspace for code-review, refactor, and new-feature
  • GPT-5-Pro: use the slow but powerful GPT-5-Pro for complex issues
    • Run in the background for hours on end
    • The stream will automatically resume after restarts or intermittent connection issues. If the model completes early we will show an indicator.
  • A/B testing: run multiple workspaces in parallel on the same problem but different approaches, abandon the bad ones.
  • Tangent exploration: launch tangents in mux away from main work
  • Isolated workspaces with central view on git divergence
    • Local: git worktrees on your local machine (docs)
    • SSH: regular git clones on a remote server (docs)
  • Multi-model (sonnet-4-*, grok-*, gpt-5-*, opus-4-*)
    • Ollama supported for local LLMs (docs)
    • OpenRouter supported for long-tail of LLMs (docs)
  • VS Code Extension: Jump into mux workspaces directly from VS Code (docs)
  • Supporting UI and keybinds for efficiently managing a suite of agents
  • Rich markdown outputs (mermaid diagrams, LaTeX, etc.)

mux has a custom agent loop but much of the core UX is inspired by Claude Code. You'll find familiar features like Plan/Exec mode, vim inputs, /compact and new ones like opportunistic compaction and mode prompts.

Read the full documentation →

Warning

mux is in a Preview state. You will encounter bugs and performance issues. It's still possible to be highly productive. We are using it almost exclusively for our own development.

Download pre-built binaries from the releases page for macOS and Linux.

More on installation →

Integrated code-review for faster iteration:

Screenshot of code review

Agents report their status through the sidebar:

Screenshot of agent status

Git divergence UI keeps you looped in on changes and potential conflicts:

Screenshot of git status

Mermaid diagrams make it easier to review complex proposals from the Agent:

Screenshot of mermaid diagram

Project secrets help split your Human and Agent identities:

Screenshot of project secrets

Stay looped in on costs and token consumption:

Screenshot of costs table

Opportunistic compaction helps keep context small:

Screenshot of opportunistic compaction

See the documentation for more details.

See AGENTS.md for development setup and guidelines.

Copyright (C) 2025 Coder Technologies, Inc.

This program is free software: you can redistribute it and/or modify it under the terms of the GNU Affero General Public License as published by the Free Software Foundation, version 3 of the License.

See LICENSE for details.

联系我们 contact @ memedata.com