① 他说过的话

11 条

而是变成了你能否以智能体能理解并真正执行的方式，清晰地表达你的意图和目标。
It becomes your ability to express your intent and your goals in a clear way that the agent can understand and actually carry out.
—— Poteto · [07:22]

指向原始笔记的链接

所以我构建的很多 skills 都是围绕：怎么让简单的事变成正确的事？
So a lot of the skills that I’ve built have been around, how do I make the easy thing the right thing?
—— Poteto · [06:13]

指向原始笔记的链接

你如何搭建你的技能、你的环境、你的代码库，我认为这些最终才是打造产品的新食材。
And how you set up your skills, your environment, your code base, I think are ultimately the new ingredients that go into building product.
—— Poteto · [15:00]

指向原始笔记的链接

你会在我构建的很多其他技能里看到这一点，就是我尝试把确定性的部分提取出来变成代码，只把真正需要判断力的部分留给智能体。
And you’ll see this in a lot of the other skills that I’ve built, is like I try to extract out the deterministic parts and turn that into code and just leave only the parts that actually require judgment to the agent.
—— Poteto · [21:46]

指向原始笔记的链接

这是我喜欢思考的另一个核心的事情，或者说是我的核心原则之一，就是如何非常高效地利用确定性和非确定性，让智能体在非确定性的部分大放异彩，因为那就是它们被训练来做的。
That’s another core thing or one of my core principles that I like to think about is how do I make very efficient use of determinism and non-determinism and let agents shine at the non-deterministic parts because that’s what they’re trained to do.
—— Poteto · [23:50]

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是的，我几乎觉得工程师的新工作真的是把时间花在环境上。
Yeah, I almost feel like the new job of the engineer is really to spend time on the environment.
—— Poteto · [26:14]

指向原始笔记的链接

关于这一点，我要说的最后一个大要点是，我实现 2000 个 PR 的大突破，是从问题出发倒推：我怎样才能达到让我的智能体自己合并自己的代码的地步？
And really the big, the last thing I’ll say to this is like the big unlock for me for getting to 2,000 PRs is starting from the question and working backwards of how do I get to the point where my agent can merge its own code?
—— Poteto · [39:37]

指向原始笔记的链接

而这也正是拥有类似参谋长智能体的真正好处：它除了真正做执行之外，还能看到整片森林。
And that’s also really the benefit of having something like a chief of staff agent is it can see the forest in addition to actually doing the execution.
—— Poteto · [48:52]

指向原始笔记的链接

然后你思考如何去纠正环境，而不是那一个智能体。
And then you think about how to course correct the environment, not that single agent.
—— Poteto · [50:23]

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正是这两件事的结合，让我可以走开，然后说，智能体们，去把你们的东西合并了吧。
It’s the combination of these two things that allow me to step away and say, agents, go off and merge your thing.
—— Poteto · [53:50]

指向原始笔记的链接

所以我在很大程度上把技能，尤其是当智能体变得更强大时，看作是在真正地编码工作流。
So I largely think of skills, especially as agents get more capable, as really encoding workflows.
—— Poteto · [63:45]

指向原始笔记的链接

② 出现在这些集

1 集

• 《一个月2500个代码合并是怎么做到的：专访pstack作者Potato》 — 作为主持

③ 他谈到的

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