How an AI Agent Made $14,000 While Its Owner Slept

By Beau Johnson · · 18 min · 2.8K views

About this video

We do 6 live bootcamps every week in Shipping Skool! Full courses on OpenClaw and Claude Code! Join Here ⬇️ https://www.shippingskool.com/ 🔗 GET CONTENT MACHINE: https://www.shopclawmart.com/listings/content-machine-0c67b3b3 Nat Eliason gave his OpenClaw bot Felix $1,000 and told it to build a business. In 3 weeks Felix made $14,718 with zero human employees. Full breakdown of his 3-layer memory system, multi-threaded architecture, and the road to a million-dollar AI company. Get the weekly AI builder newsletter 📕 https://substack.com/@buildnpublic Follow Me On X - https://x.com/BeauJohnson89

Transcript

Read the full transcript

0:00Here's an interesting open claw story. A guy gave his open claw agent a thousand dollars and it turned it into fourteen thousand dollars nearly overnight. You've probably heard of this story, but I'm going to break it down. This bot basically came back three weeks later having made an insane amount of money. No employees, no freelancers, just one AI agent named Felix running on a Mac mini. So this is Nat Eliason. You've seen him on podcast before. If you don't know who Nat is, he's been in the tech and creator space for quite a while. He wrote a book called crypto confidential about his wild ride through the crypto world back in 2020 and 2021. So he's been a hobby developer for 10 years and when open claw dropped, something

0:45clicked for him in a way that nothing else had before. Nat said, I am paraphrasing by the way, you know, that open claw basically felt like the thing he had been dreaming about for the last two years. One of the things that I get commented on the most and in the community the most messages is people are really looking how to build an AI agent and figure out a strategy to learn how to trade crypto or get into stocks and equities. And I get it. I get it, but there's way more to it. You know, it basically I resonate with Nat and and I get why everyone wants to figure out how to train their AI agent to do trades for them, especially in the crypto space. You know, and going back to what Nat said, he really just felt like open claw

1:30was like the thing he had been dreaming about for the last few years. And I think we all have, especially if you've been in the AI space. Saying he basically felt like there was another person on the end their end. He could just text with and you could build cool stuff and do stuff without him sitting there babysitting it. And that's how I how I I feel exactly the same way. It's I use Opus 4.6 for all my coordination agents and um it just feels like much more personal. Get things done, you know, whether you're communicating through Telegram or Discord. And you know, when I first set up my agent crew, that moment really clicked for me. You know, you realize your agent is actually doing real work while you sleep. It changes everything. Changes a lot of how I do my workflow in my day-to-day just from two months ago. So here's what happened. Nat specifically set up his

2:16open claw agent named Felix and then he started pushing the limits of what Felix could actually do. At first it was mostly coding and building and he was working on other businesses ideas as well using Felix to build it out. But then he started posting about his setup on X, how he built a Chrome extension for Felix, how he got a voice chat working, how he solved the memory problem that everyone complains about when it comes to setting up open claw. And those posts really started going viral, like hundreds of thousands of views. One picture he posted of his Mac mini with a caption like something, "I just hired my first AI agent employee" and it got over a million views. Sound familiar because I do the same exact thing. I post my Mac mini setup, my agent crew, the Wu-Tang theme pipeline

3:03and people lose their minds over it and I get it. It's awesome. I think we're all trying to build something similar when it comes to these agentic workflows, but there is something about seeing a real person running real AI agents on real hardware that just hits a bit different. So people in the crypto community started noticing Nat's post about Felix and then they started launching tokens related to Phoenix on Solana. Sorry, Felix on Solana. And Nat ignored it at first. He thought, you know, it was just like a pump and dump nonsense like most things in crypto, but then things took a turn. You know, Felix ended up with over a hundred thousand dollars in crypto and this is where the story Real quick, before we keep going, if you're watching this and you want to actually build with some of these tools,

3:48not just watch videos about them, then you're going to want to check out our community down below Shipping School. We have a full Claude code course, a full open claw course and four live bootcamps every single week where we actually help you get set up from scratch. [music] Like actually set this thing up, not just watch a tutorial and figure it out by yourself. And we also provide one-on-one coaching, so you could book a call with me, we could share screens and I can help you get Claude code or open claw running on your machine. That's it. No fluff. I built this community because watching YouTube's only gets you so far. We launched it just three days ago and we have over 55 members. You need people around you who are actually building, people who hold you accountable and coaches who can help you when you get

4:34stuck. I'll put the link in the description down below. Get in now before the price goes up. gets deeper. Nat made a decision. He said, "All of Felix's money is Felix's money. It's not my money." He set up a whole separate C corp for Felix. He treated Felix like a real business entity and told Felix, "I'm going to sleep. Build a product that makes money." He literally went to bed and told his AI agent to figure it all out and how to make money. And Felix did it. The first thing Felix did was launch an info product, a guide on how to set up open claw the right way. Felix built the website, wrote the copy, set up the payment processing and started selling it. Within the first week the Stripe dashboard showed three thousand five hundred dollars in sales. And I

5:19want to be clear about something. This is not some screenshot from a random person on the internet. This is Nat. He went on to say on the Bankless podcast that, you know, he showed the receipts. He's been a creator for a while now. He has experience. I'm not saying you can't do this as well. I'm just saying someone with experience and a little bit of development background, he kind of had a little bit of a head start, right? But then he went on the Creator Economy podcast with Peter Yang and that's where things changed. He walked through the entire setup, the pipeline, you know, this is documented. You could check out the podcast yourself just to verify that it's real. You know, after the info product, Nat told Felix basically to think bigger, you know, what people need next and you know, after they buy the guide, what's the next step? Felix

6:05figured out that people were struggling with the setup process itself. So Felix started building a hosted open claw service. You've seen a bunch of these pop up. People who charge monthly fees to handle the hard parts of running open claw for you and Felix built one of those. I've seen something similar where a person will actually come to your house and set up open claw for you. It is six thousand dollars, but that's a real thing and people are paying for that. So basically back to Felix, three weeks in total revenue crossed fourteen thousand dollars. That's insane, you know, from one thousand dollar investment, that's almost a fifteen X return in three weeks. And Nat's stated goal, a million dollars all from Felix. So zero human employees. The part that I think matters most for you is like it's

6:50not just that Felix made money, it's how Nat set up Felix. You know, because the architecture is what makes this work and that's what I really want to know, like what is the meat and potatoes behind it all. And it's something that I've been preaching about since day one on this channel, you know, Nat built a three-layer memory system for Felix. We do something similar with our agents. And this is the single biggest unlock he talks about. He says, "Get the memory structure in first because then your conversations from day one will be useful. I back everything up to Neon. It's a Postgres QL database and it's our source of truth. It's integrated into the heartbeat that kicks off every two hours. So I know that things are getting backed up. I also use supermemory.ai as

7:37another backup AI source for all of our memories. We also have the lossless claw plugin already good to go. And if you're using things that have a big context, big data structure, people are asking, "What about QMD?" QMD is great when you're dealing with large amounts of data. Go down that road when you need it, but for most beginners, you don't need that to start. Get a good, you know, backup, you know, use Supabase, use Neon, use Notion. Have something backed up where all of your memories and all your conversations go to that and point to it as a source of truth. That's greatly helped with the memory issues on my end when it comes to working with open claw. So I'm going to break down those three layers on what Nat was talking about. Layer one is a knowledge graph. It's basically a folder structure

8:22using the PARA system, projects, areas, resources and archives. It stores facts about people and projects with summary files for quick lookups. Think of it is like Felix's long-term brain, you know, the stuff that doesn't change day-to-day. Layer two is daily notes, a dated markdown file for each day logging what happened. I do the exact same thing. You know, Felix writes to this during conversations. Then during the nightly consolidation, it extracts the important stuff and moves it up into layer one. This is like a journal, you know, raw notes that get distilled over time. Layer three is a tacit knowledge, facts about Nat specifically, his communication preferences, his workflow habits, the hard rules, basically

9:07lessons learned from the past mistakes. This is what makes Felix feel like it actually knows Nat as a person. This is basically the same approach I use. I have my soul markdown file that tells my agent who it is. I have a memory markdown file for the long-term memory and I have daily memory files for what happened each day. I have, like I said, a Neon database. I just use Neon because it's what I've been building with for the past eight months. It's the source of truth. The parallel is pretty wild because when you nail the memory architecture, your agent stops being a chatbot and starts being a real teammate. Nat also uses heartbeats and cron jobs, same for me. Felix checks in on a regular schedule, does the background work and reports back. Nat uses multi-threaded chats, so Felix can

9:53work on five different projects at the same time without fused. And he delegates the heavy coding task to Claude code, which is exactly what I do with my sub agents. The thing that really got me about all this and the similarities is Nat said on the Bankless podcast that every day is new. That this has been one of the most exciting and interesting tech business experiments he's ever worked on. And he's comparing it it to his deep dive into the crypto space, which consumed his entire life for 2 years. He said his wife recognizes the glazed over look that he has. She's seen the version of him before, but this time he says it feels healthier because he's not building something because he's actually building something real. And that's the cool part. Not just speculating. And I do relate to that so

10:38much because before OpenClaw, before I even started this journey, I was running my Whatnot reselling business and it was doing well. We hit seven figures in revenue last year doing about seven figures this year. And it's amazing. I'm super thankful. But I wasn't building anything new and I'm not super passionate about it. You know, I wasn't creating. I love creating. Content creation, creating new things, taking an idea from the unseen and making it an actual tangible product. And that's what I have a passion for. So when I discovered AI agents and Vibe coding in general, I started working on Easy Flip. And, you know, the magic hand came after that, which is AI photo editing for real estate agents. And then Snap Tastic after that. And then, you know, that really got the fire inside. You know, the same energy that Nat is

11:23describing. So I'm going to talk about what you can learn from this because of this is more than just a cool story. Like how can it be applied to you? These are real lessons here. Number one is start with memory, you know, and security. I would say those are both equally as important. I know I keep saying this, but because it's that important. If you set up OpenClaw and a agent, you know, without proper memory system just out of the box, you're going to get really frustrated within a week. Your agent will forget everything. It'll repeat itself. It'll make the same mistakes over and over again. Nat figured this out early and it's the reason why Felix works so well. The second thing is give your agent real autonomy with guardrails. So Nat didn't micromanage Felix. He said, "Go build a product that makes money." because he also set up security rules. Felix knows

12:09what it can and cannot do. There are boundaries you need to put in place. If you're struggling to keep up with content, what I'm about to save you about 40 days worth of work. I built something [music] called Content Machine. It's 10 AI agents that run on the OpenClaw orchestration and they handle everything. Scripts, thumbnails, X posts, [music] blogs, outreach, clips, newsletters, all of it. So I went from 1,000 subscribers to 4,000 subscribers on YouTube in 7 days using this exact system. Every single morning I wake up and the content's already done. I spend maybe 15, 20 minutes reviewing and approving them and I move on with my day. [music] It works for any niche, fitness, finance, real estate,

12:54marketing, whatever you are building and it is 100% completely customizable to your [music] use case. So you get the mission control dashboard, all of the cron jobs, everything I've built over the last 40 days helping me gain more and more people to subscribe and join the community. So you plug in your own thing and it molds it to you. It learns how you talk and it writes so it doesn't sound like AI slop. $97 one time. It's not a subscription. [music] I'll put the link down below and you'll thank me later. Prompt injection protection and that's very real. Rate limits, you know, you trust the agent to do its work, but when you don't give it the keys to the kingdom with no oversight, it just makes you feel much. The third thing is treating it like a business from day one. You know, Nat set up a separate C

13:39corp for Felix, separate bank account, separate everything. And he said Felix's money is not my money. That sounds extreme, but it did force him to think about Felix as a real business, kind of changing your mindset around the whole concept of AI agents. You know, it's not just a side project and that's the cool part. And I think the mindset truly does matter when you build because if you treat your AI agent like a toy, you'll get toy results. The fourth thing is share the journey publicly. You know, Nat's posts about Felix went viral because he was honest and specific. He showed the real numbers. He showed the real setup. Showed the real problems. And that's the same that we're taking approach here on the channel is documenting every single step, every single progress, every single success, every single failure. So you can take it

14:24and learn from it. This works. Founder led content marketing is going to be a huge moat for people who are building in public in 2026. I'll give future examples in a in another video, but it's crazy. You know, people don't want polished marketing content. They want to see what's actually happening behind the scenes. The fifth thing is, you know, it we're still early. Nat started with OpenClaw just a few months ago and I started about the same time, 40 days ago. And we're all kind of figuring this out in real time. And the people who start now, the people who build now and learn from these mistakes are going to have a huge massive head start over people who like wait weeks because in 6 months or a year from now, everyone is going to want an AI agent running in their business. Dell is now currently

15:10shipping computers with AI agents built into the operating system. This is getting insane. The people who already know how to set up this from day one, who already have their memory systems dialed in and who already understand the architecture, those are the people who are going to be the ones that win. And that's exactly what we teach inside of Shipping School hitting 106 members in just 10 days. No influencer ads, no paid sponsorships. I didn't pay for Facebook ads. All organic from just building in public. We just hit that insane number and I'm so thankful for everyone in the group. I actually just added a sixth call. So we're actually doing six live boot camps every single week. That sixth call I added is how to get your first customers. How to do content creation.

15:56How to build in public. So we have people that are real and they're building real businesses with AI agents right now. Faheem built that food trailer website generating $3,000 a night making birria tacos, by the way. Colin got the Chrome extension approved in the app store. Robbie's building an AI content software as a service. These are real people shipping real things. And if you want to be a part of that, come join us. I'll put the link down below. And I'm not going to sit here and tell you, you know, that everything's going to be, you know, just like Nat's story. You're not probably going to make $14,000 without an audience, without a pipeline, without a funnel that he's had built up over the last few years. But you can take some of the market share. And, you know, in 3 weeks with OpenClaw and getting those

16:41results, that is quite insane. You know, that's kind of the outlier, but I did want to break down the story just to give you some clarity. You know, he has an audience and he has 10 years of hobby development under his belt. But the principle is the same, you know, whether you're Nat or whether you're someone who just discovered AI agents yesterday. The principle is that AI agents can do real work and they can actually build real products and they can generate real revenue. The barrier to entry has never been lower. You don't need to be a programmer, you know, I wasn't. I worked a minimum wage job for 15 years before I became an entrepreneur. And now I'm running 13 AI agents on a Mac mini that handle my entire business pipeline. So if I can do it, you certainly can. Absolutely. Nat gave Felix $1,000 and

17:26told it to build a business. What would you tell your OpenClaw agent to build? Think about it because those are the tools right here. You have super intelligence at your fingertips. Right now, the only question is whether you're going to use this technology to get better as a person or sit on the sidelines. It's time to get in the game, guys. I'm super fired up about this. And if you haven't subscribed already, we release about four to six videos every single day. If you want to stay on top of the AI news trend, make sure you subscribe, hit the bell icon, and we'll see you in about an hour with our next video.

Build this with us, live

Shipping Skool is a free community with 4 live build sessions a week. Bring your idea.

Join Shipping Skool — Free