用Grokbot做AI代理:工程、设计与自动化工作流
Grok Bot: Engineering, Design, Content, Money, Shopping
给出了具体的AI代理搭建与工作流参数(如Claude Code订阅策略、Bot上下文隔离法),读者可直接复制用于个人产品开发与验证。
I got good news for you. So, there's a way to use Grockbot so that you can have your own design team, engineering team, content team, personal shopping team, business team. And by the end of this episode, we are going to show you how to use it so you can set it up today on your own. This could be one of the most important videos I've done in a long time because I believe that Grockbot is a new interface to the internet.
我有个好消息要告诉你。有一种方法可以使用 Grockbot,让你拥有自己的设计团队、工程团队、内容团队、个人购物团队和商业团队。在本期节目结束时,我们将向你展示如何使用它,以便你今天就能自行设置。这可能是我很久以来做的最重要的视频之一,因为我相信 Grockbot 是互联网的新接口。
Now, how can you actually set this up today? like right now, how can you set it up? In today's episode, I have my friend Ross Mike. He's literally one of the best explainers of AI on the internet. He comes on, he shares exactly how he's using Grockbot and how you can copy it [music] today. So, I think this is a very important episode because there isn't a de facto master class for Grockbot using AI agents, how it plays in the whole ecosystem, [music] and you're going to get it explained to you by literally one of the best explainers of AI in the internet, my friend Ross [music] Mike.
那么,你现在如何实际设置它呢?就像现在这样,你怎么设置它?在本期节目中,我有我的朋友 Ross Mike 做客。他绝对是互联网上最棒的 AI 解释者之一。他会分享他是如何具体使用 Grockbot 的,以及你今天可以如何复制他的做法 [音乐]。所以,我认为这是一期非常重要的节目,因为目前还没有关于 Grockbot 使用的公认大师班,也没有关于 AI 智能体如何在全生态系统中运作的权威指南,[音乐] 而你将由互联网上最棒的 AI 解释者之一、我的朋友 Ross [音乐] Mike 亲自为你讲解。
Stoked to have him. Let's get into it. [singing] [music]
很高兴他能来。让我们开始吧。[唱歌] [音乐]
What's up, Mickey? By the end of this podcast, what are people going to learn?
你好,Mickey?听完这期播客后,人们会学到什么?
You're going to learn how to be a Grockbot Maxi. Like, it's the only personal agent that I've used. And not only as a personal agent, but as an orchestrator to do a lot of great work. It's by far, in my humble opinion, the best one. And you're going to learn how I maximize and how you too can maximize it to the fullest.
你将学会如何成为 Grockbot 大师。比如,这是我用过的唯一一个个人智能体。而且它不仅作为个人智能体,还作为一个协调者来完成许多出色的工作。依我看,它是迄今为止最好的一个。你将了解我是如何最大化利用它的,以及你如何也能将其潜力发挥到极致。
Okay. So by the end of it, you're going to show clear examples and which categories and can you commit to basically if people stick around to the end that they'll be basically be able to copy what you're doing, implement it in their daily lives and good stuff will happen.
好的。所以在节目结束时,你会展示清晰的例子和适用的类别,并且你可以承诺,如果人们坚持听到最后,他们基本上能够复制你的做法,将其应用到日常生活中,从而带来美好的结果。
Yeah. If I and if I don't if like if I don't fulfill the promise, I will come to your house and make you hot cocoa. [laughter]
是的。如果我……如果我没有……如果我没有兑现承诺,我就去你家给你做热可可。[笑声]
Let's do it.
那就这么说定了。
So I'm going to share my screen. There's some different ways that I use Grockbot and I'm just going to basically share like how I use it in engineering, design, content ideation. I know this is a startup ideas podcast. We're going to talk a little bit about business and finance. And the last one is the most interesting one is shopping. So I'm going to get straight into engineering. I'm just going to show you examples.
所以我要共享我的屏幕。我有不同的方式使用 Grockbot,我只是大致分享一下我在工程、设计和内容构思方面是如何使用它的。我知道这是一个创业点子播客,我们会稍微谈谈商业和金融。最后一个也是最有趣的部分是购物。所以我将直接进入工程部分,我只给你看一些例子。
Right? So the one thing that I really like about Grockbot and I will like maybe zoom in so you can see it. I have multiple bots for specific projects. Now, what's interesting about Grockbot, and I think they're the ones who innovated on this, instead of having u multiple threads with like the same like agent, um they sort of architected these like bots which are basically contextual, have sort of their own set of skills and its own computer.
对吧?所以,关于 Grockbot 我特别喜欢的一点是,我可能会稍微放大一点以便你们看清楚。我为特定项目设置了多个机器人。现在,Grockbot 有趣之处在于(我认为他们是这方面的创新者),他们没有使用像代理一样的多个线程,而是构建了这些本质上具有上下文感知能力的机器人,它们拥有自己的一套技能和独立的计算环境。
And I find that like from an architectural perspective, I don't know if it's better um doing it like the Chad GVT way or the way Grockbot does it, but mentally for me, I love the bot system. And the reason why is I basically now have like each bot contextualized to specific piece of work, right? So when I'm working on, let's say, my bezel app or I'm working on my Bible app, I know exactly what I'm working on. So like even mentally for me, this like contextual block really helps.
从架构角度来看,我不确定是像 ChatGPT 那样做更好,还是像 Grockbot 那样做更好,但对我来说,我非常喜欢这种机器人系统。原因是我现在基本上让每个机器人都针对特定的工作任务进行上下文设定,对吧?所以,当我在处理比如我的 bezel 应用或 Bible 应用时,我知道自己在做什么。因此,即使是心理上,这种上下文隔离也对我有很大帮助。
But for engineering, the way I usually work is I have an engineering bot and this bot has context to all my projects and I'll usually shoot ideas like for example like like a random idea that I have no knowledge about that I'll show you guys in a second. So I have this bot called AI governance bit uh Greg and this is basically a friend of mine who works in the states told me that he does government contracting and he's in AI governance right and as someone who's heavily in AI um the term AI and governance put together sounded interesting so I asked my Grockbot can you find some uh like bids that exist um you know that the government has for AI governance and it started to work and it did that And what's also interesting is I asked my engineering bot to work on a simple AI governance app.
但在工程方面,我通常的工作方式是拥有一个工程机器人,这个机器人具备所有项目的上下文信息。我通常会向它提出一些想法,比如一个我完全不了解的随机想法,我稍后会向大家展示。我有一个叫 AI Governance Bot(AI 治理机器人)的机器人,简称 Greg。这是我的一位在美国工作的朋友告诉我的,他说他从事政府合同业务,并且专注于 AI 治理领域。作为一个深度参与 AI 的人,我觉得“AI”和“治理”这两个词组合在一起很有趣,所以我问我的 Grockbot:你能找到一些现有的、政府发布的关于 AI 治理的招标项目吗?它开始工作并完成了任务。同样有趣的是,我还让我的工程机器人去开发一个简单的 AI 治理应用。
And I I did this at night. I woke up and I'm going to show you the app that it created for me. The app that it created, if I go to my GitHub repo, is this right here, Goian Assure AI governance compliance platform proprietary to go Labs Inc. Now, do I have a clue how any of this works? Absolutely not. I have no idea. I haven't even run this. But the reason why I share this is when it comes to engineering, one of the best things that you could do with a Grockbot is literally just share with it your random ideas.
我是在晚上做的这件事。我醒来后,将向你展示它为我创建的应用程序。如果我去查看我的 GitHub 仓库,就是这个应用:Goian Assure AI 治理合规平台,归 Go Labs Inc. 所有。我对这一切的工作原理有任何了解吗?完全没有。我一无所知。我甚至还没有运行过这个应用。但我分享这个的原因是,在工程方面,使用 Grockbot 能做的最好的事情之一,就是 literally(字面上/直接地)与它分享你的随机想法。
Whatever ideas you have, whatever information you hear of, literally tell your Grockbot, like if you have an engineer bot, you can create one and tell it just make this, give me something that works, push to my GitHub and I'll check it later. So now, Greg, I have an abundance of ideas always being worked on. But those are just ideas. Let's talk about actual like shipping uh product shipping projects. I'll give you a very clear example.
无论你有什么想法,或者听到什么信息,直接告诉你的 Grockbot。比如如果你有一个工程师机器人,你可以创建一个,然后让它‘就做成这个,给我一些能用的东西,推送到我的 GitHub 仓库,我稍后检查’。所以现在,Greg,我总是有很多想法在处理中。但这些只是想法。我们来谈谈实际的、真正交付产品的开发项目。我给你一个非常清晰的例子。
Pluto is one of my apps that I've been working on for some time and we're doing a slight pivot. And the pivot is basically we want to be able for people to use Pluto and then with the data that like is in the Pluto app in their instance for them to be able to fine-tune like a base model like Quinn, right? This was just an idea. Now, I worked on this idea with a friend. We went back and forth and basically he he used Claude code to create a PDF and I downloaded that PDF and I just gave it to my agent.
Pluto 是我一直在开发的一款应用,我们正在进行轻微的转型。这次转型的基本思路是:我们希望用户能够使用 Pluto,并利用他们实例中 Pluto 应用里的数据,来微调像 Quinn 这样的基础模型,对吧?这原本只是一个想法。现在,我和一位朋友一起实现了这个想法。我们来回沟通,基本上他用 Claude Code 生成了一个 PDF,我下载了这个 PDF,并直接交给了我的智能体。
I literally just said, "Review this." I didn't tell it build this. I didn't say do this. I just said, "Review it." Look what it says here. It says, "I read it, review the key decisions, risk, and anything I'd change." And then it said, "Good direction, but I wouldn't approve the build plan unchanged." It gave me issues as to why um there's some issues with the build plan and it gave me some recommendation scope. I said this thing is mandatory and then it said understood.
我 literally(字面上)只说了‘审查一下这个’。我没有说‘构建这个’,也没有说‘做这个’。我只说了‘审查它’。看看这里它说了什么。它说:‘我读过了,审查关键决策、风险以及我会做出任何更改的地方。’然后它又说:‘方向不错,但我不会原封不动地批准构建计划。’它指出了构建计划中存在的一些问题,并给出了一些建议范围。我说‘这一点是强制性的’,然后它回复‘明白了’。
I'll go with this core offering and then I even shared with it a tweet as to someone asked me for the type of product I wanted to build. It did that. It took the information I gave it and then it gave me a better plan as to how we should go about building this. Right? And then you know what's crazy? I literally sent this to my friend and he gave me a response. You know what I did with the response? I copy pasted it. This was literally his response because you could see he uses my name here and then I pasted it and then it worked and it it it's like okay 70% threshold blah blah blah and then it gave me a new plan and this time so this is where I actually stepped in and I reviewed the plan and I'm like oh this is excellent.
我决定采用这个核心方案,甚至我还跟它分享了一条推文,内容是有人问我想要构建什么样的产品。它做到了。它获取了我提供的信息,然后给了我一个更好的计划,说明我们应该如何着手构建这个项目。对吧?然后你知道疯狂的是什么吗?我把这个发给了我的朋友,他给了我回复。你知道我对这个回复做了什么吗?我复制粘贴了它。这 literally(字面上)就是他的回复,因为你可以看到他在里面用了我的名字,然后我粘贴进去,它就生效了。它提到了类似‘70% 阈值’之类的废话,然后给了我一个新的计划。这一次,我实际上介入并审查了这个计划,心想‘哦,这太棒了’。
So guess what I told her Greg build it out. Now here's how I use Grockbot. Now, you might some people might call me a subscription maxi. Um, to me personally, if you're watching this podcast, you should 100% take advantage of the subscriptions available. The Claude Code $200 month plan gets you anywhere between $8,000 to $12,000 worth of API token credits. In my humble opinion, unless you're in dire financial need, it seems irresponsible to not pay for that and take advantage until the wheels fall off.
猜猜我告诉了她什么,我说 Greg 把它搭建出来了。现在我来展示我是如何使用 Grockbot 的。嗯,可能有些人会叫我订阅狂魔。但对我个人而言,如果你正在收听这个播客,你应该充分利用可用的订阅服务。Claude Code 每月 200 美元的套餐能让你获得价值 8,000 到 12,000 美元的 API Token 额度。依我拙见,除非你经济极度困难,否则不付费使用并充分利用直到系统崩溃,似乎是不负责任的。
So I have Grockbot connected to Claude code and I use Grockbot as an orchestrator because Opus 55 is still the most incredible model when it comes to engineering but I love using Grockbot as uh or orchestrator. So I literally look the most basic prompts. You know back in the day we used to worry about prompt engineering. Now I just tell it how I feel. Build out everything. Use cloud code with ultra code opus 55. If you need multiple sessions go ahead /go.
所以我把 Grockbot 连接到了 Claude Code,并使用 Grockbot 作为编排器,因为 Opus 55 在工程方面仍然是最不可思议的模型,但我喜欢用 Grockbot 作为编排器。所以我给它输入最基本的提示。你知道,以前我们担心提示词工程,现在我只是告诉它我的感受。构建一切。使用 Cloud Code 配合 Ultra Code Opus 55。如果需要多个会话,直接执行 /go。
And then it went on for hours. You could see this is yesterday. And then look what I got. I got working PRs. Working PRs. Five out of five PRs. And now I have people testing the feature, right? So
然后它持续运行了好几个小时。你可以看到这是昨天的记录。然后看看我得到了什么。我得到了可运行的 PR(Pull Request)。可运行的 PR。五个 PR 全部成功。现在有人正在测试该功能,对吧?所以
So you could I see like you're using Grockbot to orchestrate. You could theoretically use clo
所以你可以看到,比如你在使用 Grockbot 进行编排。理论上你可以使用 clo
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