SpaceXAI engineer, Lauren Tan I'm running 20+ GrokBot agents with loop, goal, inside pstack

章节 1：建立对智能体的信任

📝 本节摘要：

Lauren Tan 将智能体比作同事，希望它们能在人休息时自动修复漏洞。她认为，工程师需要逐步转向管理智能体，同时维护良好的代码库，让产品经理和设计师也能贡献高质量代码。若智能体频繁猜测、虚报问题，工程师就难以信任它，也无法充分发挥它的作用。

[原文] [Lauren Tan]: And with Grockbot, we really wanted to take you know like a fresh perspective on what would it look like if your agent was really more like a colleague.

[译文] [Lauren Tan]: 借助 GrokBot，我们确实想换个角度思考：如果智能体更像一位同事，会是什么样子？

[原文] [Lauren Tan]: And so I started thinking about how I could make my agents automatically fix bugs for me while I sleep.

[译文] [Lauren Tan]: 于是我开始琢磨，怎样才能让智能体在我睡觉时自动帮我修复漏洞。

[原文] [Lauren Tan]: And so that was the inspiration for some of our earlier experiments with building a more persistent bot. If you invest a lot in having—like, early—the way I see engineers' roles evolve in the agent world is, like I mentioned, you're sort of an engineering manager for the agents. But I think a big part of our responsibility now as engineers is also to keep the codebase in a condition where product managers and designers can contribute high-quality code.

[译文] [Lauren Tan]: 这就是我们早期尝试构建更持久运行的机器人的灵感来源。随着智能体的发展，我认为工程师的角色会逐渐变化：就像我提到的那样，你有点像智能体的工程经理。但我也认为，现在工程师的一项重要职责，是让代码库保持良好状态，使产品经理和设计师也能贡献高质量代码。

[原文] [Lauren Tan]: Okay, so I assume you can see my—Yes. Yeah, we're good.

[译文] [Lauren Tan]: 好，我想你应该能看到我的——对，没问题了。

[原文] [Lauren Tan]: So, yeah, today, I think the big theme for me as I've been using agents to write code—and I'm sure a lot of you have had the same experience—is: How do you trust it? Especially if you're an engineer who's been writing code for a very long time, you have a lot of opinions and lessons you've learned about doing good engineering. When you see agents just winging it, guessing, hallucinating, confidently stating that they've found the smoking gun for the hundredth time, but it's actually not the real problem, you lose a lot of trust. And when you don't have much trust in your agents, I feel like you really can't get the most out of them. And for me, the parallel is...

[译文] [Lauren Tan]: 今天我想谈的核心主题，是我用智能体写代码时一直在思考的问题，我相信很多人也有同感：怎样才能信任它？尤其是对写了很多年代码的工程师来说，你对如何做好工程有自己的看法，也积累了不少经验。可当你看到智能体随意发挥、不断猜测和幻觉，甚至一次又一次信誓旦旦地说找到了关键线索，结果却没找到真正的问题时，信任就会大打折扣。我觉得，一旦你不太信任智能体，就很难充分发挥它们的作用。对我来说，这就像……