集里怎么说它

• 《氛围编码 vs 氛围工程：智能体时代谁被淘汰》(04:18起):本集说 LLM 不会神奇地从你大脑里提取知识，除非你主动把知识写成规则；拥有如何管理智能体和编写规则知识的中级工程师可以胜过五个顽固坚持自己方式的高级工程师
• 《Token 都烧在哪了：Cursor 工程师教你把 AI 编程成本打下来》(08:56起):本集把它说成:每一轮全量加载的指令,所以必须保持简短直接,否则每轮都在烧 token;团队可在管理员级共享或强制执行

① 提到它的金句

11 条

LLM 不会神奇地从你的大脑中提取你的知识，除非你把那些知识变成规则，否则你不可避免地会以沮丧告终。
The LLM is not going to magically extract your knowledge from your brain and you will inevitably end up frustrated unless you turn that knowledge into rules
—— Kitsa · [04:37]

指向原始笔记的链接

一种关于如何管理智能体和编写规则的知识，可以胜过，我想说，五个顽固的高级工程师，他们就像坚持他们的，不，我会按我的方式做，等等，等等。
A genetic knowledge of how to juggle agents and write rules can outperform, I would say, five stubborn seniors who are like clinging to their, no, I will do it my way and blah, blah, blah.
—— Kitsa · [13:16]

指向原始笔记的链接

当涉及到拉取请求审查时它们更彻底，因为你可以用英语编写规则，捕捉到更多的东西，比那个可能今天心情不好的高级工程师还要多，他们会说，哦，去他的，合并这个吧。
They’re more thorough when it comes to pull request reviews because you can program the rules in English language that catch more things than the senior engineer who might have been not in the mood today and they’re like, oh, fuck it, let’s merge this.
—— Kitsa · [32:46]

指向原始笔记的链接

我不相信这些经验法则，因为我觉得到了某个时候你内心会关机，你不再思考具体情境，你只是在遵循规则。
I just don’t believe in these rules of thumb that I think at some point you shut down internally, you stop thinking about the situation, you’re just following the rule.
—— Kareem Amin · [59:08]

指向原始笔记的链接

这较少是因为他们选的那个许可证本身,更多是因为公司突然改变了规则:「之前你可以做这一切」,然后他们夺走了一些权利。
Less because of the license they chose, and more because the company suddenly changed the rules: “first you could do all of this,” and then they took some rights away.
—— Carlos González de Villaumbrosia · [09:57]

指向原始笔记的链接

但我们能控制的是这场演出。如果规则由我们来定——比赛的规则、演出的规则——人们就可以每晚离开时都玩得非常开心。
But what we can control is the show. And if we build the rules, we make the rules of the game, we make the rules of the show, people can leave and have a great time every single night.
—— Jesse Cole · [10:21]

指向原始笔记的链接

所以它在一个组织内部创建了一整套行动者，不受组织规则的约束，也不一定在组织内部运行，但处理属于组织的敏感数据。
So it creates a complete set of actors inside an organization, not bound by the rules of the organization, and not necessarily running within the premises of the organization, but handling sensitive data, which is the property of the organization.
—— Ofir Ehrlich · [21:27]

指向原始笔记的链接

我确实曾被别人定义的游戏缠住过。规则是别人定义的，什么是好是别人定义的。
I certainly got wrapped up in the game that was defined by somebody else. The rules were defined by somebody else, what good looks like is defined by somebody else.
—— Amandeep Khurana · [23:14]

指向原始笔记的链接

我非常信奉一点：几条简单的规则能让你获得自由。
I’m a big believer in a few simple rules set you free.
—— Andrew Anagnost · [18:40]

指向原始笔记的链接

智能体真的不在乎暴露数据，除非你制定明确的规则。
Agents genuinely do not care about exposing data unless you make explicit rules.
—— Sarah Sanders · [13:40]

指向原始笔记的链接

它找到目标后,就能访问让无人机跟踪跟随的工具——这不需要对规则做任何专门编码,而是用更智能体的方式:给智能体它需要的所有工具,让它根据无人机状态和可用的信息与上下文自己做决策。
It finds something, then it has access to the tools that allow the drone to track and follow, and that’s without any specific coding of that rules, but instead having a more sort of agentic, giving the agents all the tools that it needs to be able to understand the drone state and make decisions given the information and the context that’s available there.
—— Suchet Bargoti · [17:21]

指向原始笔记的链接

② 出现在这些集

2 集

• 《氛围编码 vs 氛围工程：智能体时代谁被淘汰》 — 作为概念
• 《Token 都烧在哪了：Cursor 工程师教你把 AI 编程成本打下来》 — 作为概念

③ 关联

点进去有真内容 —— 本页主要出口

智能体 · Cursor · Kitsa · Santi Garza · 编排器 · Martin · 护栏 · token · 循环 · harness