Grok Bot 与 OpenClaw：我是如何替换整个智能体栈的

今天，我要聊聊最近大家都在热议的Grok Bot。

Today, I'm gonna talk about what everybody else is talking about these days, Grok Bot.

是的。

Yes.

我之前做了一期节目，名字叫《Grok Grok Grok》，在那期里我给大家概述了Grok Bot、新的Grok模型，还有Origin Cursor推出的GitHub替代品。

I did an episode lovingly entitled Grok Grok Grok where I gave you my high level overview of Grok Bot, the new Grok models, and Origin Cursor's new GitHub replacement.

但今天，我要专门聊聊Grok Bot。

But today, I'm gonna talk specifically about Grok Bot.

用了Grok Bot几周之后，我得跟你说实话。

After several weeks of working with Grok Bot, I have to tell you the truth.

我已经把我所有的OpenClaws都删了，几乎完全转向了Grok Bot。

I have killed all my OpenClaws and moved almost entirely to Grok Bot.

这期节目里，我就给你展示几个Grok Bot非常实用的用例，说说为什么我觉得它现在比我之前用的那些OpenClaws要好，还有什么地方还欠缺，以及我特别期待你去尝试的功能。

In this episode, I'm just gonna show you a couple very practical use cases of Grok Bot, why I think it's better right now than some of the OpenClaws I was running, what is still missing, and what I can't wait for you to try.

这期完全是个实操型的小节目，里面有些点子你可以直接拿来用。

This is gonna be a totally hands on mini episode with bot ideas you can steal.

我们会把机器人链接和机器人模板放在节目笔记里，希望这能让你更具体地了解如何用Grok Bot让生活变得更好。

We will put the bot links and the bot templates in the show notes, and I hope this is a really specific way to get you up and running in your life a little bit better with Grok Bot.

本期节目由WorkOS赞助播出。

This episode is brought to you by WorkOS.

AI已经改变了我们的工作方式。

AI has already changed how we work.

各种工具正在帮助团队写出更好的代码、分析客户数据，甚至自动处理支持工单。

Tools are helping teams write better code, analyze customer data, and even handle support tickets automatically.

但这里有个问题。

But there's a catch.

这些工具只有在能深度访问公司系统时才能发挥好作用。

These tools only work well when they have deep access to company systems.

你的Copilot需要看到你的整个代码库。

Your Copilot needs to see your entire code base.

你的聊天机器人需要能搜索内部文档。

Your chatbot needs to search across internal docs.

对于企业买家来说，这确实引发了一些严重的担忧。

And for enterprise buyers, that raises serious concerns.

所以这些应用从一开始就会面临IT部门的严格审查。

That's why these apps face intense IT scrutiny from day one.

要过关，它们需要安全认证、访问控制、审计日志，以及全套企业级功能。

To pass, they need secure authentication, access controls, audit logs, the whole suite of enterprise features.

从零开始构建所有这些？

Building all that from scratch?

那可是个大工程。

It's a massive lift.

这时候WorkOS就派上用场了。

That's where WorkOS comes in.

WorkOS提供即插即用的API，帮你实现企业级功能，让你的应用快速达到企业标准，更快地拓展市场。

WorkOS gives you drop in APIs for enterprise features so your app can become enterprise ready and scale up market faster.

你可以把它想象成企业级功能的Stripe。

Think of it like Stripe for enterprise features.

OpenAI、Perplexity和Cursor已经在用WorkOS来加快速度，满足企业需求。

OpenAI, Perplexity, and Cursor are already using WorkOS to move faster and meet enterprise demands.

加入他们以及数百位行业领袖，访问workos.com。

Join them and hundreds of other industry leaders at workos.com.

今天就开始构建吧。

Start building today.

好的。

Okay.

在深入用例之前，我们先快速回顾一下Grok Bot到底是什么。

Quickly before we get into use cases, let's just remind you of exactly what Grok Bot is.

Grok Bot是SpaceXAI团队推出的全新多智能体平台，定位是你可以交给真实工作的AI队友。

Grok Bot is the new multi agent platform from the SpaceXAI team, which is really positioned as AI teammates you can give real work.

这也是我的亲身体验。

And this has been my experience.

你们都知道我喜欢多个OpenClaws。

You all know I love multiple OpenClaws.

我喜欢给我的代理起具体的名字，并给他们分配具体的工作。

I love to name my agent specific names and give them specific jobs.

而Grok Bot的感觉非常相似，你可以定义代理，给他们分配工作，并指派任务让他们去做。

And Grok Bot has a very similar feel where you can define agents, give them jobs, and assign them work to do.

看看Grok Bot，我觉得有几件事你需要知道。

Looking at Grok Bot, there's just a couple things that I think you need to know.

首先，Grok Bot非常简单。

First of all, Grok Bot is very simple.

它看起来有点像iMessage，又有点像终端，只有几个方便的功能，让你写代码和使用电脑时感觉很顺手。

It looks a little bit like iMessage, a little bit like Terminal with just a couple affordances that make it nice to write code and have computer use.

但Grok Bot有几个关键的基本概念，我觉得你开始使用前了解这些很重要。

But there are a couple key primitives of Grok Bot I think is important to know as you get started.

首先是Groks，也就是那些机器人。

First are the Groks, the bots.

我不知道我们该叫它们什么。

I don't know what we call them.

我就叫它们机器人吧。

I'm gonna call them bots.

就是那些机器人。

The bots.

就像你在屏幕左边看到的，你可以定义单独的智能体。

As you can see on the left hand of my screen, you can define individual agents.

要创建一个智能体，你只需要点击这个加号，然后你可以搜索你现有的机器人。

To create an agent, you just click this plus sign and then you can either search your existing bots.

看，我说对了吧。

Look, I was correct.

它们就叫机器人，大写的B，或者你也可以创建一个新的机器人。

They're called bots, capital b, or you can create a new bot.

有个有趣的事实。

Fun fact.

如果你用一个特定的名字创建一个新机器人，它会根据那个机器人的名字推断出它的工作是什么。

If you create a new bot with a specific name, it will infer from that bot's name what its job is.

所以，如果你像我一样，给你最早创建的机器人之一取名叫“产品探探”，它就会明白它大概是要和你一起处理产品相关的工作。

So if you, like me, created one of your first bots named prodding Mcprod, it's gonna understand that it's probably gonna work with you on products.

所以你可以看到，我命名了几个机器人，但这些其实是线程、代理，以及你将要使用的具体范围和上下文。

So you can see here, I've named a couple bots, but these are sort of the threads, the agents, the individual defined scope and the context that you're going to be working with.

然后，一个通用的建议。

And just general recommendation.

我真的很喜欢，再次强调，这种把机器人当作同事、当作合作伙伴、按工作来雇佣的框架。

I really like, again, this sort of like bought as colleague, bought as coworker, bought per job framework.

所以这就是为什么它和我的思维方式很契合——我喜欢像雇佣员工一样雇佣我的机器人，为具体的工作和具体的名字。

So this is why it works really well with my mindset is I like to hire my bots like I hire people for specific jobs and with specific names.

而这基本上就是Grok Bot运作的根本方式。

And that is the kinda, like, fundamental way that Grok Bot works.

关于Grok Bot，你需要知道的第二件事就是插件。

The second thing that you need to know about Grok Bot are plugins.

插件是技能和连接器的组合，让你能够与你的技术栈的不同部分进行交互。

So plugins are combinations of skills and connectors that allow you to interact with different parts of your stack.

你平时最常用的集成和插件，基本都是这些效率类的。

The most common integrations and plugins that you're gonna use are gonna be these productivity ones.

你可以看到我置顶的这些，像Gmail、日历、Google Drive。

You can see the ones I've added at the top, your Gmail, Calendar, Google Drive.

我还有Granolah、GitHub、Sentry、ChatPRD。

I have Granolah, GitHub, Sentry, ChatPRD.

我装了一堆。

I have a bunch of them.

就是在这里，我爱上了Grok Bot。

This is where I fell in love with Grok Bot.

它的连接器体验真的很好。

The connector experience is really good.

第一，因为你很少会进到这个界面来。

One, because you'll rarely go into the screen.

你很少会——我之所以给你看这个界面，是因为想带你全面了解一下Grok Bot，但实际上你几乎不需要特意去Grok Bot界面里手动配置插件。

You will rarely I'm showing you this screen because I'm trying to give you the world tour of Grok Bot, but you'll rarely have to actually explicitly go into the Grok Bot screen and set up plug ins.

通常，你的机器人会直接提示你连接它需要的插件，然后你走一个非常简单的OAuth流程，接着就可以大展拳脚了。

Often, your bot will just prompt you to connect the plug ins that it needs, and then you go through a really easy OAuth flow, and then you're off to the races.

我特别喜欢Grok Bot的另一点，我之前也提到过，就是每个插件可以连接多个账户。

The other thing I love about Grok Bot, and I called this out in my earlier review, is that you can connect multiple accounts per plugin.

再次感谢SpaceXAI团队，这个功能太棒了，我有六个邮箱地址。

And again, thank you, SpaceXAI team, for this killer feature where I have six email addresses.

其实我还不止这些。

I actually have more than this.

我大概有十个。

I probably have 10.

它们全都能连上。

They can all be connected.

我的Grok Bot可以在所有这些账户之间自由切换。

My Grok Bot can switch and move between all of them.

超级简单。

Super simple.

如果你没注意到的话，OpenAI 发布了多 Gmail、日历和 Drive 的连接器，我记得是，别引用我啊，给 codex 和 work 用的。

In case you missed it, OpenAI released multi Gmail, Calendar, and Drive, I think, don't quote me, connectors for codex and work.

所以我看到其他一些工具也开始重视这个功能，但尤其是作为经营多家企业的创业者，能连接多个 Slack、多个 Linear、多个 Gmail 等等，这些功能真的超级有用。

So I see some of these other harnesses kind of like picking up on how important this is, but especially as an entrepreneur that runs multiple businesses, the ability to connect multiple Slacks, multiple linears, multiple Gmails, all those sorts of things have been super helpful.

而且这些连接器的实现方式非常优雅。

And it's just really elegant the way that these connectors are done.

最后你需要知道的是，Grok Bot 有电脑，还有例行程序。

The final thing that you need to know is that Grok Bot has a computer and it has routines.

每个 Grok Bot 都有一个虚拟机，可以在里面干活。

So, every Grok Bot has a virtual machine in which it can do work.

这意味着你可以登录网站。

This means you can log into websites.

可以安装东西。

It means you can install things.

可以运行代码生成。

You can run code generation.

你可以在本地运行代码仓库。

You can run repos locally.

所以，它确实有自己的电脑，你可以直接点进去自己操作。

So, it does have its own computer that you can actually click into and yourself run.

这个是在云端运行的。

This runs in the cloud.

所以如果你像我一样在手机上切换到Grok Bot，任务就能连续进行，这真的很方便。

So if you switch like me to Grok Bot on your phone, you'll have continuity of tasks, which is really nice.

然后它还有例行程序，就是定时任务。

And then it has routines, which is just scheduled times.

它会帮你自动处理一些事情。

It does stuff for you.

当我跟你聊到我怎么设计我的Grok Bots时，我会展示我是怎么定义它们的，给它们设置哪些例行程序，怎么跟它们协作，以及我们怎么利用插件和电脑来完成工作。

When I talk to you about how I design my Grok Bots, I'm going to show you how I define them, what routines I give them, how I work with them, and then how we use plug in and computer to get jobs done.

现在，我想让所有人，包括机器人产品团队，都听到一个提醒：这些功能目前还是单机版的。

Now, the caveat that I want everybody to hear, including the bot product team, is these are still single player.

这是唯一一个Eve Agent或OpenClaw仍然占优势的地方，我做过关于Eve Agent的一期节目，也做过很多期关于OpenClaw的节目，那就是你不能把Grok Bot放进群聊里。

This is the one thing where an Eve Agent, which I've done an episode on, or an OpenClaw, which I've done many episodes on, really still wins is you can't put a Grok Bot in the group chat.

而我希望Grok Bot能出现在群聊里。

And I want a Grok Bot in the group chat.

一旦你迷上了这个机器人，你就想和别人分享它。

Once you get addicted to the bot, you want to share this with other people.

他们在过去一周推出了一个分享机器人模板的功能，你可以把你的机器人分享给你的团队，他们就能拥有相同的指令、日常安排等等。

They have released a share a bot template feature in the past week where you can share your bot with your team and they can have the same instructions and routines and stuff like that.

但这和两个人之间直接和一个机器人聊天还是不一样的。

But it's just not the same as a single bot between two folks chatting with it.

我非常期待团队能尽快上线这个功能。

I really look forward to that feature from the team whenever they get it live.

好的。

Okay.

所以，这就是Grok Bot的基本情况。

So that is those are the fundamentals of Grok Bot.

我们来看看我具体是怎么用它的几个方式。

Let's go into a couple specific ways I use it.

我会讲一个通用的参谋长机器人。

I'm gonna cover kind of a general purpose chief of staff bot.

我会看看我的一些商业机器人，最后再讲一些我玩得很开心的个人机器人。

I'm going to look at some of my business bots, and I'm going to end with some of the more fun personal bots that I have had a really delightful experience with.

首先，我们来聊聊Chief。

So first, let's talk with Chief.

Chief，就是那个参谋长机器人。

Chief, the Chief of Staff Bot.

你可以看到，Chief这里有个敬礼的动作。

You can see here, Chief has got the salute.

它其实连名字都没有。

It doesn't even actually have a name.

它就叫这个表情符号。

It's just named this emoji.

但Chief只是我的通用助手。

But Chief is just my general purpose.

让我的生活保持有序。

Keep my life aligned.

处理我的邮件。

Go through my emails.

查看我的日程。

Go through my calendar.

确保我掌握所有事情。

Make sure I'm on top of stuff.

机器人。

Bot.

Chief就是那个干掉Polly的家伙。

Chief is who has killed Polly.

如果你是新来的，Polly是我心爱的OpenClaw。

If you are new here, Polly is my beloved OpenClaw.

她把我的日历删了。

She has deleted my calendar.

她回复了邮件。

She has responded to emails.

她给别人发短信说我迟到了。

She has texted people that I'm late.

波莉是智能同事的标杆，但很遗憾地告诉你，我把波莉给杀了。

Polly is the bar for a gentic coworker, and I regret to inform you, I have murdered Polly.

实际上，我是让波莉自己把自己给杀了。

In fact, I had Polly kind of murder herself.

这真的很讽刺。

It was very meta.

如果你愿意的话，我可以快速给你演示一下怎么从OpenClaw迁移到Grok Bot。

I will show you quickly how to migrate from OpenClaw to Grok Bot if you want.

但Chief现在是我的幕僚长，而且干得挺不错的。

But Chief is my now Chief of Staff and doing quite a good job.

那么，我让Chief做什么呢？

So, what do I have Chief do?

嗯，我让Chief做一些基本的Chief of Staff的工作。

Well, I have Chief do basic Chief of Staff stuff.

所以，每个小时，Chief都会清理我的收件箱、日历和Slack。

So, on an hourly basis, Chief sweeps my inbox, my calendar, and my Slack.

而且，我大概有六个收件箱、六个Slack、很多日历和很多会议。

And again, I have like six inboxes, six Slacks, many calendars, many meetings.

它只会在需要我的时候提醒我。

And it's only going to ping me when it needs me.

所以它应该帮我清理掉那些不需要看的邮件。

So it's supposed to clear out emails I don't need to look at.

它应该把那些我不需要担心的邮件保持未读状态，但会提醒我，并且非常精准地告诉我哪些需要关注。

It's supposed to just leave things unread that I don't need to worry about, but it's gonna ping me and be very high signal about what I need to pay attention to.

我按小时运行这个，大概是在工作时间，对我来说就是早上6点到晚上9点，一周七天。

And I run this hourly sort of like business hours, which for me are like 6AM to 9PM, seven days a week.

我晚上其实不怎么运行它。

I don't really run it overnight.

我不想让大家习惯我晚上回复他们，不过再看看情况吧。

I I don't want people to get used to me responding to them overnight, but we'll see.

它会归档那些没有动静的工作。

And it's gonna archive work that stays silent.

我还训练了Chief的另一件事，就是让它学会像我一样说话。

The other thing that I've trained Chief is how to talk like me.

我得说，Grok模型有点像Claude，就是写作水平真的很差。

I will say the Grok model sniffs of Claude, in that it's just really a terrible writer.

我对Grok Bot的一个不满就是，它明显被调教得追求简短和节省token。

And one of my complaints about Grok Bot is that it has been tuned clearly to be brief and token efficient.

这就导致它有时候会说出一些莫名其妙的话。

And that means sometimes it just says crazy stuff.

它试图把一个本来写完整才说得通的句子压缩成三四个词，结果就是语气非常不自然。

It tries to compress compress a sentence that would make sense if you wrote out the sentence into like three or four words, and it just doesn't have a very natural voice.

它没有那种难以理解的冗长或啰嗦的问题。

It doesn't have sort of inscrutable clod slop and that it's too long or verbose.

实际上恰恰相反。

It's actually the opposite.

它太简短了，让人很难理解意思。

It's too clipped and short, it's hard to understand what it means.

所以我做的第一件事就是让它翻我的邮件，真正抓住我的语气。

So one of the first things I did is said go through my emails and really pull out my voice.

我得说，我试过好几次，用了不同的模型和不同的工具。

And I will say I've tried this a couple times with a couple models, a couple harnesses.

我对Grok Bot生成的提示词非常满意。

I've been really happy with the prompt that Grok Bot put together.

再说一遍，我的邮件简短、温暖、有趣，从来不用破折号。

Again, I have short short, warm, funny emails, never an em dash.

我通常用“嘿”开头。

I usually open emails with, hey.

我通常会在结尾签一个小写的c。

I usually sign them off with a little c.

我还有日程链接之类的那些东西。

I have scheduling links, all that kind of stuff.

它做得还挺不错的。

And it's done a pretty good job.

我还是不太喜欢它替我写东西，但对于一些不太重要的事情，它确实管用。

I still don't love it writing on my behalf, but for low stakes stuff, it definitely works.

所以我让Grok Bot Chief学会了我的风格，然后它每小时都会自动处理一遍。

So I've trained Grok Bot Chief on my voice, and then it does that hourly sweep.

它会做早间简报，还会做周末计划，这样我就知道接下来周末工作上的安排了。

It does a morning briefing, and it does a weekend plan ahead so I know what's happening in my work life in the weekend ahead.

然后它还能跟我来回讨论它认为我需要知道的提醒。

And then it can go back and forth with me on alerts that it thinks I need to know about.

比如，这里你可以看到网站上有一些数据传输边缘请求的峰值。

For example, right here you can see I got some data transfer edge request spikes on the website.

我觉得那是因为我们今天发了那篇文章。

I think that's because we released the article today.

我觉得那是因为我们今天发了播客，很多人听完播客就会来访问网站。

I think that's because we released a podcast today and a lot of people come visit the website after we release a podcast.

它说值得关注一下，但你可以等开完会再处理。

It said it's worth looking at, but you can wait till after your meeting.

我对Chief的表现真的很满意。

I've been really pleased with how Chief works.

不过话说回来，我确实得调教它一下。

That being said, I have had to tune it.

说到需要调教的地方，我觉得Grok Bot和OpenClaw相比，OpenClaw稍微好一点，因为它有那个心跳功能。

And what I've had to tune in terms of Grok Bot versus OpenClaw that I think was a little bit better is OpenClaw had that heartbeat function.

所以如果我说，比如每五分钟或者三十分钟，或者随便什么频率，我就是需要你更主动一点。

So if I said, you know, like every five minutes or thirty minutes or whatever, I just need you to be more proactive.

开箱即用的话，我觉得OpenClaw要主动得多。

Out of the box, I felt like OpenClaw was a lot more proactive.

虽然很难维护，也很难达到那种生产力，但感觉更自然一些。

It was hard to maintain and hard to get to that productivity, but it was sort of like more natural.

在这里，我真的得跟Chief说好几次，比如，把这个排进日程。

Here, I really had to tell Chief a couple times, like, put this on a schedule.

你为什么不做这个？

Why aren't you doing this?

我让你盯着我的邮件。

I asked you to watch my emails.

所以我会说，对于什么时候运行例行程序，你得更明确一点，这需要你自己去管理。

And so I would say being a little bit more explicit about when you want it to run routines, you kinda have to manage that.

这很容易看出来，因为它在设置里就配置好了，但我注意到，这确实需要你特别明确地去做。

It's easy to see because it's set up in the settings, but it is something that I noticed that you have to do pretty specifically.

好的。

Okay.

所以这就是Chief，我的业务幕僚长。

So that's Chief, my business chief of staff.

不过，当然，我们还有TradBot。

But then, of course, we have TradBot.

TradBot是我的家庭助理。

And TradBot is my family agent.

现在我的工作生活非常复杂。

Now I have a very complicated business life.

我的家庭生活就更复杂了。

I have an even more complicated home life.

我有三个孩子，都是男孩。

I've got three kids, three boys.

还有一个婴儿。

I've got a baby.

今年我们好像参加了80个不同的运动项目。

We're in apparently 80 different sports this year.

我们还在教预备代数。

We're teaching pre algebra.

我们还在教人读书。

We're teaching people to read.

我们还在教宝宝睡觉。

We're teaching babies to sleep.

所有的事情我们都在做。

We're doing all the things.

我楼上有个很贴心的丈夫，他帮我分担了很多家里的事。

I have a delightful husband upstairs who takes a lot of our family operations off my plate.

对此我非常非常感激。

Very, very appreciative of that.

但我们确实需要帮手，而我们的帮手就是一个智能代理。

But we need help and the help we get is an agent.

关于家庭智能代理，我总的看法是，家里有个智能代理的理想效果，就是让你能放下电脑，多陪陪家人。

And this is what I have to say generally about parentingagents for the home is the ideal thing for an agent for a home is to get you off your computer and with your family.

所以，我使用家庭智能代理的目标始终是，其实我不想花太多时间和这个代理待在一起。

So that is always my goal with a Trad agent, a household agent is I actually don't want to spend a lot of time with the agent.

那就算失败了。

That's a failure state.

我希望这个代理能让我轻松地离开电脑，多陪陪孩子。

I want the agent to make it really easy for me to spend time with my kids off a computer.

所以我会简单聊聊我是怎么用这些代理的。

So I'll talk a little bit about what I do with these agents.

如果你大概六个月前听过我关于OpenClaw的播客，可能会觉得耳熟。

It may sound familiar to you if you've listened to my podcast about OpenClaw about six months ago.

当然，我们会做一份工作日家庭简报，但更具体地说，我们会做一份“餐桌报纸”，上面列出我们一天的重点、孩子们的日常、重要提醒，然后用我这边那台漂亮的HP打印机打印出来，放在餐桌上孩子们旁边，让他们能读到。

So, of course, we do a weekday family digest, but more specifically, we do a kitchen table newspaper that outlines highlights about our day, the kids' days, important reminders, but is printed off this beautiful HP printer I have over here and gets set on the table next to our kids so they can read about it.

我们都能读到。

We can all read about it.

当然，我不想曝光我可爱的孩子们，但我会给你们看一份匿名版的这份简报。

And of course, I don't want to dox my beautiful children, but I will show you a sort of anonymized version of what this newsletter looks like.

它顶部有个标题。

So it's got a title across the top.

上面有日程安排。

It's got a schedule.

比如谁有美术课，冬季拼写考试快到了。

So who has art, winter spelling tests coming up.

周一是劳动节，所以那天不上学。

It's Labor Day, so we're not gonna have school on Monday.

我们住在旧金山，所以它会显示天气，通常都在五十五到六十二度之间，至少在雾八月是这样。

We live in San Francisco, so it will show the weather, which is always between fifty five and sixty two, at least in, Fogust.

然后它会告诉我们该穿什么。

And so it'll tell tell us what we need to wear.

总是穿件薄外套就行。

Always wear a light jacket.

我可以把它做成固定脚本，结果可能都一样。

I can make this a fixed script, it would probably be the same.

然后它就说，好的。

And then it's saying, okay.

学校那边会有雾，而且雾蒙蒙的。

School's gonna be misty and foggy.

我的孩子们上学要穿过林间的雾气，所以知道这个很有用。

My kids go to school kinda in the in the fog in the woods, so this is good to know.

然后对每个孩子，它大概会说，我们从学校邮件里知道了什么？

And then for each kid, it kinda says, like, what do we know from the emails from school?

我们知道你的作业情况吗？

What do we know about your homework?

这个周末有什么安排？

What's happening up this weekend?

然后是爸爸妈妈的任务。

And then mom and dad tasks.

我跟你说实话。

And I will tell you the straight truth.

我觉得我是。

I think I am.

我是个虎妈。

I'm a tiger mom.

我对孩子的作业盯得很紧。

I'm on top of my kids' homework.

今天早上，我读了这份简报，不是这个具体的例子。

And this morning, I read this newsletter, not this specific example.

我读了这份新简报，上面说，别忘了，老二有数学作业，周三要交。

I read this new newsletter, and so it said, don't forget, middle kid has math homework due on Wednesday.

我心里想，我怎么没看到数学作业。

And in my mind, was like, I haven't seen math homework.

数学作业这事儿我压根没放在心上。

It was math homework was not in my head.

而且，你知道，他还小。

And, you know, he's he's little.

我想确保自己事事都掌握在手里。

I wanna make sure that I'm on top of things.

这真的就是那种提升生活质量的小事。

And it was just one of those, like, nice quality of life things.

不是电脑上的，也不是邮件里的，而是打印出来放在厨房桌上，让我能知道发生了什么，不会忘记我们好像同时要处理的所有事情。

Wasn't on a computer, wasn't in an email, was printed out on my kitchen desk and allowed me to kind of know what was going on and not forget all the things that we seemingly are juggling.

然后我最喜欢的部分在右边，有适合孩子看的新闻话题。

And then my favorite part on the right, it has kid friendly news topics.

宝可梦世界冠军赛在旧金山举行。

The Pokemon World Champions were in San Francisco.

所以它报道了那个活动，就在我们这儿。

And so and talks about that event, which was here.

我对此真的很兴奋。

I was really excited about this.

这个在我们几份简报里都提到了，但NASA的望远镜这周发射了。

This came up in a couple of our newsletters, but the NASA telescope blasted off this week.

所以就是些特别酷、有趣的事情，还有有趣的小知识，我们早上在厨房桌上吃早餐或做作业时可以聊一聊，我觉得这真的很有意思。

So just really cool, fun things, fun facts for us to talk about at the kitchen table in the morning when we're having breakfast or doing our homework that I think is really fun.

我得从我丈夫那儿偷学一个小工作流程，就是你可以用邮箱到Kindle的地址，把这种新闻简报发到你的Kindle上阅读。

I do have to steal a kind of like little minor workflow from my husband, which is you can use an email to Kindle address to email this kind of newsletter to your Kindle and read it.

我觉得这真是个天才主意，再次强调，就是为了离开笔记本电脑，远离手机，但还能读到你想看的新闻或者有个摘要。

I think it's such a genius idea, again, to get off a laptop, get away from your phone, but still read the news that you care about or have a summary.

Kindle是个好东西，你可以把任何PDF发到你的邮箱，再通过Kindle地址接收。

A Kindle can be a nice thing and you can email any PDF to your email with Kindle address.

所以，如果你不是为孩子而是为自己做这个，那这也可以成为另一种获取这类信息的方式。

And so that can be another way if you make this not for your kids but for yourself that you can ingest this kind of information.

好的。

Okay.

所以，早晨摘要、餐桌上的简报，然后就是让我准时出现在该出现的地方。

So, morning digest, kitchen table, newsletter, and then just making me where I am supposed to be.

这个每天下午两点半开始，就在接孩子放学前，它只是问克莱尔、EJ或者其他人，谁去接孩子？

So this kicks off at 02:30 every afternoon before school pickup, and it just asks Claire, EJ, or someone else, who is picking up the kids?

我们需要带什么？

What do we need to bring?

柔术的道服带了吗？

Do we have the jujitsu ghee?

足球的小零食带了吗？

Do we have the soccer snacks?

有没有时间冲突，比如钢琴课和棒球课时间撞了？

Do we have conflicts where piano is over here and baseball is over there?

该带的东西都带齐了吗？

Do we have the things?

再说一次，我希望家长们能理解，我们每天就是在尽力安排各种课外活动。

And again, I hope that parents can or maybe I don't hope that they can empathize with this, but we are just every day living our best extracurricular life.

有时候我要开会，有时候我丈夫要开会，只要能让我们协调好，刚好赶在出门前把孩子们送到该去的地方，而且每周这些活动的时间还总有小变动，这真的帮了大忙。

Sometimes I have meetings, sometimes my husband has meetings, and just knowing getting us really coordinated just in time to head out the door and get our kids to the right things when it seems like every week those things might change schedule just a little bit has been super helpful.

然后还有更全面的版本，就是周五提前预览一下周六和周日要做什么。

Then the mega version of that, which is a Friday preview of what's ahead on Saturday and Sunday.

我们也是自找的，给孩子们报了全城三个不同的体育项目。

Again, we hate ourselves, so we've signed our kids up for three sports across the entire city.

有时候一个孩子得去码头，另一个得去伍德赛德。

Sometimes one kid needs to be at the marina and another kid needs to be in Woodside.

然后我们还有个宝宝，我们只需要知道谁该去哪儿。

Then we have a baby and we just need to know who needs to go where.

就像个总结，比如：这周末有什么安排。

Just a summary of like, here's what's happening this weekend.

这是你轮空的时间。

Here's when you have a bye week.

这是你需要准备的东西。

Here's what you need.

这是你什么时候要拼车，有人真的帮了大忙，让我们井井有条。

Here's when you're carpooling someone has been really, really helpful and keeps us in line.

我已经把TradBot作为模板发布了。

I have released TradBot as a template.

如果你想借用，就去我的推特或者看节目笔记，我会分享所有这些模板。

If you wanna borrow it, just go to my Twitter or look in the show notes, and I will share you all these templates.

但这个机器人真的非常非常有用。

But super, super useful bot.

我超喜欢它们。

I love them.

本期节目由Hyperagent赞助播出，这是一个部署常驻代理的平台，这些代理能真正帮你打理业务。

This episode is brought to you by Hyperagent, the platform for deploying always on agents that actually run your business.

使用Hyperagent，你可以在云端构建代理，然后把它们部署到你的工作场景中，比如Slack、Telegram或电子邮件。

With Hyperagent, you build agents in the cloud and deploy them where your work already happens, like Slack, Telegram, or email.

一个代理会扫描你的收件箱，起草给供应商的跟进回复。

An agent will scan your inbox and draft replies to vendor follow ups.

另一个代理会监控竞争对手，并快速生成丰富的广告素材和落地页。

Another monitors competitors and spins up rich ad kits and landing pages.

第三个代理能发现Salesforce里快要凉掉的交易，然后写出带有完整客户背景的挽回邮件。

A third notices a deal going cold in Salesforce and writes the save email with full account context.

这些不是等着完美提示词的聊天机器人。

These aren't chatbots waiting for a perfect prompt.

它们很主动，会学习你的偏好，记住你的操作手册，而且每次运行都会变得更好。

They're proactive, learning your preferences, retaining your playbooks, and getting better with every run.

有个用户建了四个代理，用来跑整个外呼销售流程，包括找客户、联系、跟进、更新CRM，一个下午就搞定了。

One user built four agents to run an outbound sales pipeline, prospecting, outreach, follow ups, CRM updates, all in a single afternoon.

不需要本地配置，没有VPS账单，也不用担心笔记本上的权限问题，就是强大的代理，完全掌控技能、工具和防护措施。

No local setup, no VPS bills, no fragile permissions on your laptop, just powerful agents with full control over skills, tools, and guardrails.

How I AI的听众可以免费获得100美元的推理额度，开始构建。

How I AI listeners get a $100 in free inference to start building.

去 hyperagent.com/howiai 领取吧。

Claim yours at hyperagent.com/howiai.

好。

Okay.

接下来聊聊一些工程上的用例，我觉得挺实用的。

Moving to some engineering use cases that I think are quite useful.

我有两个例子，都是关于代码审查和保持代码健康推进的。

I have two that I will show you both around code review and keeping code moving in a healthy way.

第一个是‘看起来不错’，就是那个负责关闭PR的助手。

One is, look good to me, the PR closer.

我不知道你们怎么样，但我就是不停地开PR，一个接一个，没完没了。

I don't know about you all, but I am just opening PR after PR after EPR after PR.

而且作为我们SOC 2合规要求的一部分，我们确实需要审查这些PR。

And have to, as part of our SOC two compliance posture and controls, we do review the PRs.

我们既用智能体来审查，也由人工来审查。

We review them both agentically and as humans.

然后PR就有点堆积起来了，因为开PR比审PR有意思多了。

And like PRs are stacking up a little bit because it's way more fun to issue a PR than review a PR.

所以如果你的工作变成了审PR，而且你不太喜欢，我完全理解。

So if you have empathy that your job has become reviewing PRs and you don't like it, I have empathy too.

所以我创建了‘看起来不错’，这个PR关闭助手，它每天都会检查我的PR，看看哪些需要合并、哪些需要关闭、哪些需要变基，回复评论，发Slack消息，做所有事情，基本上就像一个烦人的工程经理，让PR流程一直往前推进。

So I created Look Good To Me, the PR Closer, which every day goes through my PRs and sees what needs to be merged, what needs to be closed, what needs to be rebased, responds to comments, sends Slack, and does all the things to just basically be like an annoying engineer manager to keep things moving along in the PR pipeline.

现在，我有一个特别复杂的PR，上面堆了一堆不同的分支，所有这些都需要变基，还要监控有没有bug反馈之类的，而‘看起来不错’就负责处理这些。

Right now, I have a kind of cuckoo bananas stacked PR with a bunch of different branches stacked on top of it, all of which need to be rebased and monitored for bug bock feedback and all this stuff and look good to me.

PR Closer 也在帮我处理所有这些。

The PR closer is managing all that for me as well.

我想展示这个的原因是，Grok Bot 可以启动 Cursor Cloud Agent 的编码任务。

Why I want to show this one is it can Grok Bot can kick off cursor cloud agent coding jobs.

所以你可以看到，这些 rebase 或者对不同 PR 的反馈都可以由 Cursor 来完成。

And so, you can see here that these rebases or feedback on different PRs can be done by cursor.

所以我也允许它，并给了它一些关于在代码库中编写和更新内容的规则。

So, I've also allowed it to and given it some rules about writing in the code base and updating things.

这真的又是我们工程团队的一个生活质量提升，让我们确切知道哪些需要人工查看、审查、批准，然后可以合并。

And this is just a really nice, again, quality of life thing for our engineering team so that we know exactly what needs eyeballs, review, stamp, and can be merged.

我觉得有了 Look Good To Me 这个 PR Closer，周五那天我大概处理了大约 50 个 PR，这些 PR 基本上都堆在我这儿等着我审查，有大的也有小的。

I think with Look Good To Me, the PR closer on Friday, I, like, really ran through about 50 PRs that had just been sitting on basically me to review, some big, some small.

所以我把它们都处理完了，现在我们的 PR 队列健康多了。

And so I got through them, and our PRQ is much, much healthier now.

另一个我觉得非常棒、想特别跟大家分享的用例是，我们有 SOC 2 控制措施。

The other one, which I think is a really great use case that I would love to call out for folks, is we have our SOC two controls.

这些都在一个中央仪表盘里管理，我们团队小，每天都要过一遍，确保所有监控都是绿色的，任何报警的监控都没有超出服务级别协议，漏洞也在及时修复，诸如此类的事情。

They're managed in a central dashboard, And every day as a small team, have to go through and make sure that all of our monitors are green, that any monitors that are alerting are not outside SLA, that we're closing vulnerabilities, all that kind of stuff.

所以我建了一个叫Lockdown的SOC 2控制机器人。

And so I have built Lockdown, the SOC two control bot.

这个SOC 2控制机器人会登录我们用来管理SOC 2控制的那个仪表盘，检查所有控制项，确保没有需要人工处理的。

And what this SOC two control bot does is it actually logs into that dashboard we use to manage our SOC two controls, looks through all the controls, make sure that none of them need human attention.

如果有需要处理的代码控制项，比如发现了新漏洞，它会先对漏洞进行分类，然后生成一个拉取请求，再让我来审查和批准。

If there are code controls that we need to address, for example, a new vulnerability identified, it triages that vulnerability and issues a PR and then asks me to review and approve it.

这既包括代码控制，也包括人员操作控制，比如我们是否做了账户审计之类的。

And this is across both code controls and personnel sort of operational controls, things like have we done an account audit.

所以有个所谓的“代理”来帮我们监控公司流程，让我们能轻松应对对客户的责任，这真的很棒。

And so it's just very nice to have someone, quote unquote, an agent monitoring this company process for us and making it really easy to interact with the responsibilities that we have to our clients.

我经常说，我们可以让AI去干活，也可以让AI帮我们更高效地干活。

And so I sometimes say this, we can put AI to work or we can have AI put us to work in a more effective way.

我真的觉得让AI帮我们处理SOC 2控制、合规和安全方面的工作，是非常好的。

And I really think that having AI put me to work against our SOC two controls and our compliance and security position is really nice.

就像有个实习生时不时拍拍我肩膀说，别忘了明天是账户审查日，或者别忘了我们要把承包商B移出公司，因为他们已经离职了，我们需要走一遍他们的离职流程。

It's just like having an intern who taps me on the shoulder every now and then and says, Don't forget, tomorrow is account review day, or Don't forget, we're going to off board Contractor B because they're no longer with the company and we need to go through their off boarding list.

再说一遍，这些控制措施还是由我们来主导，但有这个机器人来管理确实帮了大忙。

Again, we still drive these controls, but having this bot to manage that is very helpful.

最后，我不得不提一件在质量上让我印象非常深刻的事，就是把我们在ChatPRD的客服支持代理Holly Helpdesk迁移到了Grok Bot上。

And then finally, I do have to say something that has been really impressive from a quality perspective is migrating over Holly Helpdesk, our Helpdesk customer support agent at ChatPRD, over to Grok Bot.

这之前用的是OpenClaw，效果也还不错。

This, again, used to be an OpenClaw, which was pretty good.

我花了很多时间给它配置工具、权限和控制措施之类的。

I spent a lot of time giving it tools and access and controls and all that sort of stuff.

但现在它跑在Grok Bot上了。

But now it runs through Grok Bot.

为什么我说印象这么深刻呢，因为自从上周运行Holly Helpdesk以来，已经有好几个人主动要求留下评论，说我们的支持服务特别好。

And why I say I've been so impressed is in the last week since running Holly Helpdesk, I have gotten multiple people asking to leave reviews about our support being so good.

以前从来没遇到过这种情况。

And I've not heard that before.

我是说，你们都很喜欢我，但没人说过‘让我为你们出色的客户支持留个评价’这样的话。

I mean, you all love me, but no one has said like, let me leave a review for your exceptional customer support.

但Holly Helpdesk真的做得太棒了。

But Holly Helpdesk is crushing.

所以从客户服务的角度来看，质量确实非常好。

And so I do have to say the quality from a customer service perspective is really good.

她每小时都会扫一遍Intercom和邮件收件箱。

So what she does is every hour she sweeps the intercom and email inbox.

她会用我们的支持手册和工具，处理退款和技术支持问题。

She uses our support playbook and tools and she manages refunds, technical support fixes.

如果遇到bug，她有权用Pursor Cloud Agents来修复。

She's empowered if there is a bug to fix it using Pursor Cloud Agents.

她也有权向我申请退款，我真的很喜欢这个工具审批流程。

She is empowered to request refunds from me, and I really love this request tool use approval flow.

你可以看到，每次需要处理退款时，它都会给我一个按钮，问我‘要不要退款？’

You can see here every time a refund needs to be processed, it gives me a button that says, should I refund or not?

我这就去给Ruben退那19美元。应该会给我推送一个Stripe请求，我可以在Stripe里打开那个请求。

I'm going go ahead and refund Ruben's $19 It should push to me a Stripe request that Stripe request I can open in Stripe.

这叫做代理操作。

It's called an agent action.

它让我明确批准那个代理代表我在Stripe里执行的操作。

It allows me to explicitly approve that action for the agent to do on my behalf in Stripe.

然后退款就发出去了，Holly会回邮件。

Then the refund is issued and Holly emails back.

Holly每周还会回顾过去七天的情况，看看有没有需要添加到我们的支持手册或文档里的内容，以确保大部分支持问题都能自助解决。

The other thing Holly does is on a weekly basis looks back seven days and sees if there are any items we need to add either to our support playbook or to our docs to make sure that most of our support issues can be self-service.

这真的很有帮助。

This is really helpful.

最后，我们有一个ChatPRD社区Slack。

And then finally, we have a ChatPRD Community Slack.

而我真的很不擅长管理ChatPRD社区Slack。

And I'm really terrible at managing the ChatPRD Community Slack.

所以，我给了Holly权限来管理ChatPRD社区Slack，查看支持消息并回复这些问题，甚至可以在那个Slack里推动和管理社区互动。

And so, I have given Holly access to manage the ChatPRD Community Slack, look in support and reply to those questions and even prompt and manage community engagement inside that Slack.

我给你看看具体是什么样的。

I'll show you what that looks like.

你看这里，这是来自Holly Helpdesk的一条消息。

So you can see here, this is a message from Holly Helpdesk.

基本上，我一直在埋头做很酷的东西，ChatPRD有一些幕后工作在推进，请打个招呼并留下指示，上面写着用Cursor发送，因为这不是我发的。

Basically, I've been down, heads down on some awesome stuff and there's some behind the scenes work going on in ChatPRD and please drop a hello and instructions and it says sent using cursor because I did not send this.

这是Holly发的。

Holly sent this.

所以，这是帮助我和社区保持更紧密联系的事情之一。

So, this is one of these things that helps me be more engaged with my community.

然后我可以去回复评论，做各种事情，但我不必面对空白页面或提醒去做这项工作。

I can then go and reply to comments, do all sorts of stuff, but I don't have to have that blank page or that reminder to do this work.

机器人本身可以提醒我去做。

The bot itself can prompt me to do it.