Ask HN：你有哪些 AI 智能体成功案例？
1 分•作者: baalimago•8 个月前
首先，澄清一下我所说的 AI 代理是什么意思：一个利用大型语言模型 (LLM) 的脚本不是代理。它是一种自动化，或者说是一种“工作流程”（根据 Anthropic 的说法）。AI 代理是一个系统，它通过使用工具 + 记忆来收集关于输入的信息，从而处理复杂的语义输入，最后将其处理成某种“基于判断”的响应。
<p>编写关于您所在城市当前天气的诗歌的 shell 脚本 -> 自动化。</p>
<p>用于客户支持的聊天机器人 -> 代理。Codex/Claude Code -> 代理。</p>
<p>主要区别在于，代理会根据其需要解决的任务构建自己的上下文。</p>
我听到了很多关于 AI 代理的讨论，但我还没有看到很多成功的案例，这些案例能够很好地契合并提供比其开发和维护成本更高的价值（编码代理除外）。所以，请分享您的 AI 代理成功案例！
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Firstly to clarify what I mean with AI agent: A script which utilizes an LLM is not an agent. It's automation, alternatively a "workflow" (according to Anthropic). An AI agent is a system which is handling complex semantic input by gathering information about the input via tooling + memory and then lastly process it into some "judgement based" response.<p>The shell script which writes a poem about the current weather in your city -> automation.<p>A chatbot for customer support -> agent. Codex/Claude Code -> agent.<p>Primary difference being that an agent build its own context depending on the task that it needs to solve.<p>I've heard a lot of buzz around AI agents, but I've yet to see that many success stories where they fit nicely and provide more value than what they cost to develop and maintain (exception being coding agents). So, please share your AI agent success stories!