
概览
主要功能
- 具有沙盒执行的自主编码代理
- 文件编辑、终端和浏览器工具使用
- GitHub 集成和拉取请求工作流程
- 可插拔的 LLM 后端(Anthropic、OpenAI、本地模型)
- 自托管或托管云部署
- 具有可扩展架构的开源代码库
价格
- 模型
- Freemium
- 评分
- 4.5 / 5 (6)
使用场景
自动化拉取请求工作流程
将代理连接到 GitHub,以处理问题、实施修复和打开拉取请求,让工程师审查 AI 生成的更改,而不是从头开始编写样板代码。
自托管编码助手
在私有环境中部署开源代理,并选择您自己的 LLM 后端,为团队提供透明、可自定义的替代封闭专有编码助手。
端到端任务执行
交由多步骤开发任务,这些任务需要在沙盒环境中读取代码、编辑文件、运行终端命令和浏览文档。
实验 LLM 后端
在 Anthropic、OpenAI 或本地模型之间切换,以基准测试自主编码工作负载在真实存储库上的性能、成本和可靠性。
优点 & 缺点
优点
- 完全开源且可自我托管
- 支持多个 LLM 提供商
- 积极的社区和快速发展
- 处理端到端的编码任务,而不仅仅是建议
缺点
- 自我托管需要技术设置
- 代理可靠性因任务复杂度而异
- 运行能力模型可能很昂贵
- 仍在发展中,可能存在破坏性更改
评测
6 个评分的平均值。
登录以留下评测。
Years in this space
I've evaluated a lot of these over the years. What stands out here is pluggable LLM backends (Anthropic, OpenAI, local models) — handled better than most — and supports multiple LLM providers. Still evolving with breaking changes is my one real gripe. Worth the time if this is your use case.
Does the job
Pretty happy overall. File editing, terminal, and browser tool use just works and handles end-to-end coding tasks, not just suggestions. Still evolving with breaking changes can be annoying, but no dealbreakers — I'd recommend it to a friend without hesitating.
Years in this space
I've evaluated a lot of these over the years. What stands out here is pluggable LLM backends (Anthropic, OpenAI, local models) — handled better than most — and handles end-to-end coding tasks, not just suggestions. Worth the time if this is your use case.
Skeptical, then convinced
I went in skeptical — most tools in this space overpromise. It actually delivers on autonomous coding agents with sandboxed execution, and fully open-source and self-hostable caught me off guard. still, I'd recommend giving it a real trial.
Compared a few options
Evaluated this against two competitors. Where it wins: autonomous coding agents with sandboxed execution and supports multiple LLM providers. Where it lags: agent reliability varies by task complexity. On balance the feature set — especially file editing, terminal, and browser tool use — justifies the 4 stars for our use case.
Use it every day
Honestly didn't expect to like it this much. GitHub integration and pull request workflows is exactly what I needed, and supports multiple LLM providers. but I reach for it almost every day now and it just clicks.
问答
暂无问题 — 来当第一个提问的人吧。
提问
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