用 AI 玩转复古硬件:无代码背景开发者的创意编程与物理世界连接之旅 How I AI 2026-07-27

编程平权的起点:从羡慕他人到用 AI 降维打击硬件开发

很多非技术背景的人都曾对能够编写代码的程序员心存羡慕,Maddie Reese 也是其中之一。然而,随着人工智能开发工具的爆发式增长,这种技术壁垒被彻底打破。在大约一年前,Maddie 的父亲向她推荐了无代码/低代码应用开发平台(Lovable: 一款能通过自然语言快速生成和部署 Web 应用的 AI 开发工具),这开启了她的全新人生。她连续几天将自己关在房间里疯狂构建各种项目,并逐渐将探索的触角延伸至原本门槛极高的硬件开发领域。

通过使用智能代码编辑器(Cursor: 一款深度集成大语言模型的 AI 辅助编程工具),Maddie 开始尝试将软件与复古硬件设备相连接。对于她而言,一旦掌握了让软件听从指令的方法,物理硬件就不再显得高不可攀。她从一台简单的热敏打印机开始尝试,逐步走上了软硬件交互的极客探索之路。这种转变不仅彻底改变了她的职业轨迹,也验证了 AI 工具在“编程平权”和降低硬件开发门槛方面的巨大潜力。

在这一波技术民主化浪潮中,即使是复杂的网络数据抓取工作也变得触手可及。例如本期节目的赞助商网络数据接口(Firecrawl: 一种专为 AI 代理设计的网页数据检索与抓取 API),就帮助开发者轻松跨越了动态 JavaScript 或登录墙的限制,为 AI 代理和应用提供干净、结构化的数据支撑。

Original English Source I've always felt jealous of people who could code. And then when I finally was able to kind of join that world, I just started thinking, what else was inaccessible to me that's completely accessible now? And hardware was one of those [music] things. >> Can you pull up your print me a message? >> Here is the webpage where people can send me a message. And you just go to maddiereese.com/message, and you fill in your name, you fill in whatever you want to send, and then print a ticket, and it prints out on my desk. >> I love it. So, we're going to test it. I have your message Maddie website up. I'm going to click print ticket. >> There you go. >> Oh my god, it's so fast. So, walk us through how we might build something like this. Welcome back to How I AI. I'm Claire Vo, product leader and AI obsessive here on a mission to help you build better with these new tools. Today, I have a really fun episode with Maddie Reese, who's building the hardware projects of my dreams using some retro gear that you might not expect. If you've ever wondered, what's my friend's coffee order? And then thought, it would be amazing if they had an API that told me, this is the episode for you. Let's get to it. Quick word from today's sponsor, Firecrawl. [music] If you're building with AI agents, you've probably hit the same wall. Your agent needs data from the web, but the right pages are difficult to find, buried in JavaScript, or blocked behind logins. >> [music] >> Firecrawl is a web data API that lets agents search, scrape, and interact with the web at scale, [music] and get that clean, structured data they can actually use. Over a million developers, including myself, build on it. It's open source, and it's free to start. Stop fighting the web for data, and start powering your AI agents and apps with Firecrawl at firecrawl.dev. Use code How I AI to get 10,000 free credits today. Matty, welcome to How I AI. I was so excited when you agreed to hop on the podcast because I think you do some of the funnest projects in AI that I've seen lately. And what I love about what you're doing is you're intersecting software builds with hardware builds in a way I personally have felt has been really inaccessible until about the last 6 months. So, what brought you to all these fun hardware projects? >> Kind of like journey was that I always felt jealous of people who could code. Um and then when I finally was able to kind of join that world, I just started thinking, \"Oh, well well, what else was going to accessible to me that's completely accessible now?\" And a hardware was one of those things. Uh so, I just got really really into it and started with my printer and it kind of snowballed from there and did a bunch of weird things. >> Well, I I want to pause about what you said, which is you were jealous of people who could code and then all of a sudden that became accessible. What was your journey there? Just tell us like how you got from being jealous to hacking hardware projects personally. >> Honestly, through my dad. Um my dad introduced me to Lovable about a year ago. He's been really into AI for a while and he goes, \"Hey, did you know this this is possible now?\" And I was like, \"No, I had I had no idea. Oh my god, what do you what do you mean?\" I spent days just on Lovable like just locked in my room just completely just building things and then I kind of started exploring like, \"Okay, what what's next? What can I what else can I do with this? What what how can I expand kind of my my knowledge in this?\" And it's been my whole life ever since. >> I I I love it. Ever since the the magical last last year, you have completely changed >> Exactly. >> your whole life.

物理世界的连接:掌上热敏打印机与实时留言板系统

Maddie 的第一个核心硬件项目是一个极具创意的“纸质留言板”。她在个人网站上创建了一个专门的留言页面,任何人只要输入姓名和内容并点击“打印”,她书桌上的一台热敏收据打印机(Thermal Receipt Printer: 利用热敏纸和热量打印出文字与图像的无墨打印设备)就会瞬间吐出纸条。这个设计的底层心理非常质朴:在充满虚拟算法与在线社交的数字时代,她渴望一种能将线上社交关系实体化的物理媒介,以建立更有温度的现实连接。

在实操构建上,Maddie 采用了一套简洁而富有弹性的系统架构:

  • 前端与数据库支撑:留言网页部署在云端,并接入了 Convex 实时数据库。即使打印机离线,所有的留言记录也会被作为日志完整保留。
  • 物理节点与数据传输:她在书桌上放置了一台 Raspberry Pi(树莓派:一款卡片大小的微型单板计算机),通过蓝牙与热敏打印机连接。
  • AI 引导的协同设计:整个项目的代码几乎全部依靠 Cursor 编写。Maddie 采用的独特开发策略是先向 AI 抛出核心想法,然后让 AI 对她进行“轮番提问”以明确需求,最终为她输出元器件购买清单和完整的实施步骤。在此过程中,她通过多次“追问”和双重确认,避免了 AI 给出错误的硬件采购建议,实现了软硬件的无缝对接。
Original English Source Well, show us the printer because I want one of these things. And I we got to show it on camera. For people that can't see, can you describe it? >> It's just a little mini thermal printer, a thermal receipt printer. It's really tiny. It fits in my hand. >> And can you can you pull up your print me a message flow and just walk us through like what was the idea and how did you end up building this? >> Here is kind of the the web page where people can send me a message and you just go to maddiedeere.com/message and you fill in your name, you fill in whatever you want to send, do a little captcha here, and then print the ticket and it prints out on my desk. Honestly, I just wanted some way to interact with people that was kind of more physical because everyone that I would been talking to about these kind of things I I knew online. Like everyone I'd be talking to about vibe voting and AI. Apart from my dog. Um I'd been talking to them online and I wanted some way to kind of bring that into the physical world. It was something I knew was couldn't be too hard, right? Like people people use printers all the time. That's how printers work is you you send something in from [laughter] your computer to print out, right? So I knew it couldn't be too difficult. >> I love it. So we're going to test it. I have your message Maddie website up. I'm going to click >> Awesome. >> print ticket. Oh my god, it's so fast. >> It's so fast. >> The front door. >> There we go. >> It says hey girl hey. >> very much. And you're welcome for joining How I AI. Thanks for having me. >> That is so adorable. I went to the Code with Claude event and they gave me these little like cardputers and my 9-year-old immediately snagged it and we've been trying to figure out a way for it to be like a messaging device and we hooked it up. It like runs through a Mac Mini in our house and then it like federates out to Telegram for us. But how cute would it be for him to be able to like type little notes to me down in my office? I just think that's so cute. And so I have to ask, are you getting a lot of messages? >> I'm getting a ton of messages. I've gotten the messages from all over the world. People on like the side of mountains. Uh like then just telling you like, \"Hey, this is where I am. This is where I'm sending a message from.\" People like from boats or ships in the middle of the ocean. Um a ton of countries. Yeah, I'm getting tons of messages and it's so cool. >> Can you pull up the GitHub and just kind of show us a little bit of how it works or tell us a little bit of the prompt that you gave it so we can understand how how the system kind of flows? >> Well, I have a Raspberry Pi on my desk over here and then it's connected to this to the printer via Bluetooth. And there it has the the website here and then there's also a Convex database. I have it set it up so every time someone presses this print ticket button, even if it doesn't go through to the printer, it still goes to my database so that I still have a log of like what people tried to send me. Which has been helpful because actually the printer um this is my second version because the printer had just broke a few days ago because it had been on continuously since the end of October. How I how I kind of started with the um with the entire project is again, I just dumped everything out from my brain into Cursor. I'll actually kind of demo it for you now. But really what I just kind of did it was I went like, \"Okay, I want to create a printer where anyone in the world can send me messages from a website. How best would I implement this? Let's brainstorm.\" So from there I typically go on like a brainstorming session. Typically, I have it ask me questions. And I just kind of keep asking me questions until all of my questions are answered about what how this works, how I can do this. Then we kind of zero in on like what I should buy. Um if I'm starting from something where I don't already have the thing. Sometimes I'll like make a purchase like I have my um my iNok G3. I just bought that off of Facebook Marketplace and I decided I'll figure out something to do with it later. >> [laughter] >> Cuz I just wanted it so badly. But in this case, I had the project first and then I bought the printer. So, it just kind of depends on the workload. >> I I love it. And so, you're really using this process of just this is my grand idea, interview me, help me understand. And then because it's hardware, you're like, I don't know what I need. Like, just give me a shopping list. I'll buy it. It'll be here in a day or two. Thank you, Amazon. And then we'll go ahead and hook it up. And you're you're proxying all this through just a Raspberry Pi that's sitting on your desk. >> Yep. When I'm buying pieces of hardware, um I make sure to double or triple check. Like I'll say like, \"Okay, well what if what if this happens? What if this happens? Like, are you sure this is still the the correct piece um thing to buy?\" And sometimes it isn't. So, but when you're making what make kind of physical purchases, I don't want to just have something around that like I won't be able to use. Like, what's the point of that? So, I make sure to always triple check and make sure that I I actually will be able to use this thing that I bought. >> So, have you have you been led astray by your purchasing? Like, has has Cursor ever told you to buy something that doesn't work? >> A couple times, but I always caught it. Um through the the triple checking process, which is which is great. And it's never been like a big thing. It's mostly just been like, \"Oh, you'll need these kind of wires.\" And then I'll like look and I'll be like, \"I don't want I don't think that's correct.\" >> So, you're you're a real trust but verify >> Exactly. >> kind of girl. I love that. >> Exactly. >> So, you have this like cute printer, which I think is adorable.

打破技术陈旧性:Twitter 到寻呼机的多层网关转发系统

在热敏打印机成功后,Maddie 转向了一个更具挑战性的老派模拟设备——寻呼机。在 2026 年的今天,全美几乎只剩下一个公共寻呼网络 Spok,且不直接面向个人销售设备。Maddie 费尽周折通过一个专门面向医院和医生的授权代理商(其网站设计极其陈旧,甚至使用 Gmail 邮箱进行日常沟通),成功购入了一台自带网络服务的寻呼机。为了能实时接收 Twitter 上的社交动态,她在 AI 的辅助下设计了一套高度复杂、跨越多个现代和遗留网关的转发链路。

尽管从工程效率的角度来看,这套链路显得有些繁琐,但对于“好玩且有用”的个人黑客项目而言却完全合理:

  1. 事件捕获:当有人提及她的 Twitter 账号时,通过 Twitter API 将事件发送至云端 worker 服务(Cloudflare Worker: 运行在边缘网络上的无服务器计算服务)。
  2. 多重邮箱代理:由于寻呼机自带的遗留网络邮箱域(USA.net 等)存在极其严格的安全防御,拒绝接收来自自定义域名的邮件。因此,Worker 先调用邮件发送服务 Resend 发送通知给 Gmail,再由 Gmail 将邮件重定向转发至寻呼机的专用邮箱。
  3. 物理接收:最终,寻呼机震动并显示出推文内容。

这种“不计成本只图好玩”的极客精神获得了 Claire Vo 的高度评价,也正是诸如 Customer.io 等智能营销自动化工具力求解决的痛点:通过 AI 自动生成并编排复杂的跨渠道用户互动链路,让开发者免于在繁琐的底层接口对接中消耗精力。

Original English Source I really want one. What I was telling somebody the other day, I was like, \"This is the revenge of the printer right now.\" Because I print so much stuff through my OpenClaw. So, I get my OpenClaw, my husband gets my OpenClaw to like print a daily newspaper for our kids, or printing like one-off explanation sheets. We are just like printing up a storm, but I love the idea of this like little mini thermal printer. What else do you have on your desk? Because I know you have another project that's not on the laptop, and they have just a little bit more analog life. And when I was a kid, I had a pager. And you have built a Message Maddy pager. Um and so can you walk us through cuz you said before we joined the show, you said there was like a little bit of trickiness to getting the right pager and there's like a pager um mafia or something that you have to get through. So walk us through how we might build something like this. >> To set the scene, there is kind of one paging network left. So pagers go over like radio transmission through on specific networks. So there is this one paging network and it's called Spok and that is where um there might be smaller ones, but they're the big one. That is where all of your pages will likely get sent through if you decide to buy a pager and get it set up with this network. But they don't sell like the pagers themselves. You have to go through like authorized resellers um and that's what I did for this. So I bought it through a an authorized reseller who typically sells to um hospitals, hospitals and doctors and things like that. Um so they they weren't quite um accustomed to dealing with me. Their website looks like it hasn't been updated since like the late 90s honestly and that was the most modern looking one I could find. That's why I went with them. And [laughter] it truly it truly was um was something to behold. Their email address I believe was pagers123@gmail. Um got the pager finally. It comes set up with the network. It get comes set up with an email address and a phone number which is great. So I have it set up kind of as a um as a Twitter pager. I use the Twitter API to send notifications to my Resend email and then it sends it to a Gmail account because the email address that comes with the pager the doesn't accept new custom domain emails uh because it's it's it's it's very outdated. It's US USA something.net is the um is the domain for the email address they gave me. They're a very restrictive um restrictive email, but the Twitter pager, I'll kind of read through it here. So, every interaction that anyone has with my Twitter account um or my tweets get sent as an API event to a Cloudflare worker. Um the worker does some things, that sends it through Resend as an email. Resend sends the email from a custom domain to a Gmail address, and the Gmail address sends it to my pager email address. So, I have to go through multiple steps to get it, but then after that is when it finally displays on the pager. Or >> Oh my gosh. I have to So, while you're telling this, I have to pull up and see if I can make this work. >> Yes, and we'll see. We'll see. Sometimes the service is a little spotty. That's the only issue I I really run into because it's um the pager network is just not not super big, but we'll see. We'll see if it pulls up. >> This episode is brought to you by Customer.io. You're here because you'd rather use AI than talk about it. With Customer.io, you describe the campaign you want to build, and the AI agent creates it for you. The audience, the messages, and the timing. You review [music] it, make any changes you want, and launch. Instead of spending hours stitching together tools and workflows, you can focus on the work that actually drives growth. >> [music] >> Every campaign is tied back to results, so you can see what's working and what to do [music] next. More than 9,000 brands use Customer.io to turn the data they already have into messages customers remember. Visit customer.io/howiai to try it today. Customer.io, more impact from every message. What I love about this story that you've told me is that you're like this thing is so outdated and so hard to hack, but I know it's possible to get from Twitter to this pager. I may have to like traverse a bunch of very weird things. I may have to do weird things, but it's okay to do weird things because AI is coding it and it's fine. All I want is the ultimate kind of like endpoint. And so what I I love about your approach is saying like I don't care if it's like of course it's not practical to like send it to Cloudflare and then resend and then proxy it through a Gmail and then send it to the official like of course that's not practical, but guess what? It's fun. It's fun and so I think your like idea of just throw out the idea that this has to be like practical or even like reasonable code and just build the thing that you want especially if it's for fun I think is really exciting. Okay, I sent you an at message. We'll see if it comes through. I will also send you a little page through your website and we will see if it beep Does it beep? Like does it literally go like beep beep? Oh, it does. I have that turned off because it's annoying, but it does. >> [laughter] >> Now what's nice about the pager is like you can carry it around, right? >> Yeah. >> Uh-huh. Do you strap it on like your like your jeans? >> So it has it has you know the little little thing little clamp, but um I have been discovering a lot of my pants don't have belt loops. >> [laughter] >> What's the deal? So like that was my plan um and then I like put on my pants I get dressed for the day and I'm like where do I clip this on? >> Where do I clip my pager on? >> Exactly. problem >> I never anticipated us girls would have in 2026 is where to clip my pager. Walk me through why you use this like agent view because I am like in opposite cursor. I am in terminals open, codes open, files are open, browsers open like I am in aggressive cursor version. You are in like very zen cursor version. Explain to me why this appeals to you. >> I want just this one view where I can just kind of brainstorm and get all of that through. Like if I don't need to be seeing anything else yet, um I don't want to have it up because it kind of distracts me. But later on in the process, I'll definitely pull up some terminals it depending on what I'm working on or browser or anything like that. Um but just for this starting kind of go, I wanted to just have it kind of clean and be able to just go, \"Okay, let me let me get through my brainstorming. Let me get a solid plan for this.\" and go from there. >> I love it. And then are you reading the code or you're just like if it pages, I'm happy? >> Yes and no. I mean I don't fully understand it. I've learned so much um or like I have a ton more knowledge than I did at like the beginning of this journey and I can kind of understand some things. It's kind of like how growing up in San Diego, you kind of you pick up a little bit of Spanish and you can kind of understand it but you can't like really speak it. That's kind of where I'm at with code right now. >> I actually really love that that comparison. And you know what? I think I think it's good enough to be able to first off like this like just grok it a little bit, you know? Just understand a little bit. Enough to enough to do some damage is what we want. >> Exactly.

个人 API 与智能体交互:重塑数字连接的未来形态

在打通了打印机和寻呼机后,Maddie 提出了一个更有野心的概念:个人应用程序接口(Personal API: 暴露个人公开数据如喜好、日程等供外界或 AI 代理调用的接口)。她构建了一个公开的 API 端点,里面包含了她详尽的个人数据:

  • 基础偏好:她雷打不动的咖啡偏好。
  • 日程安排:她前往旧金山(San Francisco)的具体日期。
  • 宠物与零食:她的三只宠物(Mabel、Lola、Moon)的名字,以及她最喜欢的零食——Orville Redenbacher 的微咸爆米花,且必须撒上 Bragg 牌的营养酵母(Nutritional Yeast)。
  • 最爱餐厅:旧金山的 Rocket Sushi(用火箭传送带送餐的寿司店)以及 Zuni Cafe 的前厅(Front Room)。

Claire 敏锐地指出,在未来的智能代理商业生态中,这类个人 API 将发挥极具前瞻性的作用。未来我们无需手动查询信息,用户的 AI 代理(AI Agent: 能自主感知环境、进行决策并执行复杂任务的智能实体)会自动调用对方的 API,自动规划行程、挑选对方最爱的餐厅并完成预订。

在谈及与 AI 协作过程中的调试经验时,Maddie 表现得十分冷静。当 AI 生成的硬件代码报错或逻辑走入死胡同时,她会保持克制,通过输入“你确定这正确吗?”等提示词引导其重新校对,并主动定位到底是自己的问题还是 AI 的失误。她下一步的梦想是拥有一台能打印巨幅横幅的针式打印机(Dot Matrix Printer),用技术再次点亮那些带给人们简单快乐的复古硬件。

Original English Source >> Well, we'll wait and see if you can like you know, wave the pager by the window and see if it gets it gets service. No big deal that it didn't go through but I want to talk about your third project which I also love and you have to tell us about the problem statement of the Maddie API because I think it is adorable and such a good idea. >> Thank you. Okay, so kind of how I I started out with this is I had this idea about personal APIs and that stemmed from kind of the this problem that you have where you you want to do something nice for them a coffee or buy them like their take them to their favorite restaurant and make a reservation, but you don't really remember like what their coffee order is or what their favorite restaurant is. Like and you want to do something nice, you don't want to bug them about it. Um so I was like, well, what if there was a way where you could just hit an API and you get all of this information about them? I kind of see it as a way to like bring people closer together. Like my initial thought was like, oh, that's like too clinical and too too weird. But then I was like, well, no, this is this is a way to kind of reduce that friction of like oh, I want to do something nice, but I don't want to bother them, so I just won't do anything at all. In this case, you would just be like, oh, I want to do something nice, I'll hit the API, I'll get their coffee order and then we can meet up. Right? >> I mean, you're speaking to the one person in the or on the earth that's like, of course, that makes so much sense. Don't page me and make me call you and tell me coffee order. I love it. Okay, so so you have an API endpoint and like tell me what you have decided belongs in your personal API. >> Okay, so we have the basic stuff. We have my coffee order, very important. Then we can kind of go through here. So we have dates I'll be in San Francisco. Currently has a question mark cuz I don't know when I'll be back. My pet info, this is very important. So it has my pets, we have Mabel, Lola and Moon. Very important if you know me. Let's do favorite snacks. This is very important. My Orville Redenbacher Simply Salted Popcorn and coated in specifically Bragg's Nutritional Yeast. Delicious. Time zone. This one's kind of just a a nice to know kind of thing would work for when people are scheduling meetings. >> What's your favorite restaurant in San Francisco? I got to see. >> Oh, yes. Okay, I have two. So, it's called One's Rocket Sushi and it's literally just a like a sushi place where the food gets served on a rocket conveyor belt. They have the most delicious I think it's called Hiyayakko. It's It's cold tofu with some kind of some sort of like cold broth. Depends what it is, but yeah, it's delicious. And then Zuni Cafe's Front Room. Which is like a top eating food place. >> I love it. >> Yeah, both delicious. >> You know what I love about this idea of the API? You're very adorable in that you think that, you know, humans are going to hit this API. But, if I'm playing like futurist, I think the reality is is agents are going to be doing a lot of this like kind of work for us. Like I can imagine my open claw where I'm like, \"Hey, I had such a great podcast with Maddie. Go hit her API, figure out when she's coming to San Francisco next, and like let's make a reservation at her favorite restaurant.\" That all just the the agent can do it. And then if you combine that with some of the like commerce stuff the agent of commerce stuff people are doing. Exactly. It's like a very interesting flow. And it's giving me some ideas of like what could be an API. And again, we like moved to this world where everything is a CLI, everything's an API. So, like why not why not yourself? You know you need you need to add a post to your API where we can post to your pager and post to your to your printer. It doesn't have to be read only. Not only gets. We need we need some posts. I love this so much. This is super cool. Maddie, I just I appreciate just to recap your story for people. Like, jealous of people who could code. Dad says, \"Hey, have you heard of Lovable?\" You go super deep, it opens up your mind, and then you're like imagining just fun things that you can surround yourself with that spark joy. And what I love about what you're doing is like it's not disconnecting you from people. It is actually creating connection points between you and and the world in a really human way. I just sent you a very sweet note. I sent you a pager. Like, I'm going to page you every now and then because I think this is so fun, and it's just this like really novel way to come up with new connection points and also be creative, which is one of the things that I just love the most about about AI. Well, let's get you to two lightning round questions, and then we'll get you back to your projects. Um my first one is, if you had or could build any dream hardware project, what's on your mind right now? >> I want a dot matrix printer, the ones that can do like the big banners. I'm envisioning something where people send me banners, but um No. >> [laughter] >> So, I'm going to have to come up with something with something else um to do with it, but I know I want one. So, one of these days I'm going to get it. >> The sound is so so so enjoyable. This is zzz zzz zzz Yeah. So, you're like really into these like retro hardware pieces where you just want to like surround yourself with like kind of fun retro pieces, but then intersect them in in a new way. I know that um the Anthropic team, there was a a Monet exhibition here in San Francisco, and they like hooked up the typewriter. And I just think those things are so delightful. Um Okay, so we're going to we're going to have to brainstorm something for your dot matrix printer. Um you know what? You should You should have Cursor print out an explanation of the code it wrote for you so you can read it. Something I don't know. Something fun. Or banner, I don't know. Banners could be really great. Every meeting you could print out a banner and then pin it up behind you on like what the topic is. Like, \"Hey Claire, welcome to How I AI.\" Could be very very fun. >> Second question I ask everybody, um you seem very very sweet, but when AI is not giving you what you want or it's sending you down a hardware path you do not enjoy, what is your response? How do you prompt? >> Just telling it, you know, like, \"Are you sure this is right?\" >> Yep. >> Um like I need you to I need you to double-check. And then if that if that doesn't quite quite get there, um well, first I do a lot of like uh troubleshooting. I I like to get deep in there and be like, \"Okay, well, is it is it me that's wrong or is it is it the AI?\" Sometimes it's me. Sometimes it's it's the AI. Um but so once I get past that, then I go through like, \"Okay, I need you to double-check. I need you to make sure that this is this is what you're intending to do. I need you to make sure this aligns with what we're doing.\" I don't normally get too upset because I recognize that it's not like conscious yet. I don't know. I don't know how this is going. But I do get kind of like, \"Okay, like, come on. Come on. So, but that's typically where I'm where it kind of plateau's. I'm not a very angry person, so >> So, you just kind of get like minorly frustrated. >> Yeah. >> You seem very chill. You're going to You're going to be fine in the old in the inevitable AI uprising. They are not going to come for you. >> Thank you. Thank you. That's a great compliment. >> Well, Maddie, this has been so fun. Where can we find you and how can we be helpful to you? >> Yes, so I'm at MaddieDReese um pretty much everywhere. My website is maddiedereese.com. On Twitter, I'm maddiedereese. Um, I'm maddiedereese pretty much everywhere I can get it. Please don't steal it if I haven't gotten it somewhere yet. It's all I ask. Eth is home. Yeah, I do think just exploring kind of everything right now. I mean, I We didn't get into it, but I have a startup, um, but I'm kind of in an advisory position. Um, kind of left one of my other businesses too to just explore a lot in the AI world. So, that's just what I'm interested in doing. If anyone has any any opportunities for like exploring stuff, I would love to to chat. >> Amazing. I love it. Well, Maddie, thank you for joining How I AI. This has been really fun. >> Thank you. I appreciate it. This was great. >> Thanks so much for watching. If you enjoyed this show, please like and subscribe here on YouTube or even better, leave us a comment with your thoughts. You can also find this podcast on Apple Podcasts, Spotify, or your favorite podcast app. Please consider leaving us a rating and review, which will help others find the show. You can see all our episodes and learn more about the show at how I AI pod.com. See you next [music] time.
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关键字: no-code-development retro-hardware personal-api ai-agent