请问HN:有哪些资源可以用于构建用于软件开发的AI代理?
我想尝试构建自己的人工智能代理,以帮助软件开发,不仅仅是(但包括)代码生成。
我遇到了一些工具和平台,但仍在努力理解这个领域:
- AI原生开发工具的全景图:这是一个非常全面的列表,但老实说有些令人不知所措。不确定哪些工具实际上对构建代理有用,而不仅仅是使用它们。链接:https://landscape.ainativedev.io/
我听说过Crew AI(但还没有尝试过)。链接:https://www.crewai.com/
我看到谷歌宣布可以使用Vertex构建自己的代理,但还没有深入了解。链接:https://cloud.google.com/products/agent-builder
我面临的一些开放性问题:
- 构建开发工作代理的最佳起点是什么?
- 有没有人推荐的开源框架?
- 自己构建代理是否值得,还是直接使用更成熟的工具(例如Cursor、Zed、Replit Ghostwriter、Windsurf、Devin等)更好?
我非常希望能得到任何建议、框架、经验教训,甚至是不要走这条路的理由。
谢谢!
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I want to experiment with building my own AI agents to help with software development beyond just (but inclusive of) code generation.<p>I've come across a few tools and platforms, but I’m still trying to make sense of the space:<p>- AI Native Dev Tooling Landscape: super comprehensive list, but honestly overwhelming. Not sure which tools are actually useful for building agents vs. just using them. https://landscape.ainativedev.io/<p>I've heard of Crew AI (but haven’t tried it yet). https://www.crewai.com/<p>I saw Google’s announcement about building your own agents with Vertex, but haven't dug into it yet. https://cloud.google.com/products/agent-builder<p>A few open questions I’m wrestling with:<p>- What are the best starting points for building agents for dev work?<p>- Are there any open-source frameworks people recommend?<p>- Is it worth the effort to build your own vs. just using more mature tools (e.g. Cursor or Zed, Replit Ghostwriter, Windsurf, Devin, etc.)?<p>Would love any suggestions, frameworks, lessons learned, or even reasons not to go down this path.<p>Thanks!