A trader built an AI agent system on a Mac Mini that runs 24/7 to automate his trading business. One agent learns from his past Zoom calls and videos, another monitors altcoins in real time, and others handle security and operations. He uses free DeepSeek models instead of expensive ones and controls everything through Telegram.
There's a land grab happening right now in the AI world. So right now we have autonomous agents. And so as you scale this, it gets ridiculous. Okay, so I've essentially just created an army of AI agents, a small group, and we created the AI infrastructure. By the way, I have no background in this. I'm a trader. The reason I'm doing this is because essentially I'm automating every task in my business to give myself deeper research to make, you know, better trades, things like that. I'm becoming more efficient in my task because as a human, I'm limited to working 8 and 10 hours a day. These can run 24/7, and I could also scale my team for virtually free—not free, but very cheap. Let me explain what I'm saying. So right here, I will speak to a just scrolling. Right here, I will speak to a Mac Mini, which is the actual orchestrator. So the orchestrator will essentially talk to me, and it will delegate tasks. It's like the manager AI right now. I have a centralized hub, which is a NAS. This is basically a big file structure where it has a lot of terabytes. And essentially what I'm doing is I'm creating a memory. I'm creating like a big centralized database of memory. Okay, now we're gonna have a couple of AI agents. Number one, we're gonna have a learning agent. The learning agent is going to go through every Zoom that I've ever made since 2020. Okay, it's going to look at all of the YouTube videos, the reels I've ever made, download them, transcribe them. It's going to learn non-stop, continuous, forever. Now there's free models right now. Opus 4.5 is expensive, so you could actually download a DeepSeek model, which is 100% 100% free. So this agent is going to be learning nonstop my entire existence, my entire course, everything I've ever did on the internet since I even got on the internet. It's going to learn me and it's complete. It's going to be free. This learns everything. Now I'm going to also have a research agent. This is where we're going to be looking at altcoins, looking at reports. It's going to nonstop continuous research forever, guys. Now I know a lot of people have been stressing because when you use Claude or MoBot— what is it called? MoBot. Yeah, they just renamed it MoBot. People are getting scared about the security. So we're going to have a security agent and an ops agent. And so essentially what I mean by that is there's going to be an agent that fixes all the other agents. We're finding that there's a lot of bugs, so these agents kind of like mess up or whatever. There'll be an agent that every 30 minutes will check on the other staff to make sure they're running and doing their task. And if they're not running, it will literally fix it. It will fix it. So I'll be able to lead the office and not have to physically be here, and I'll be essentially managing my team from my Telegram. But then we also have a security agent that would be looking at my ports and looking at all of my networking to make sure that nobody's trying to hack me. And it will be like essentially learning security and getting better and better over time. The beauty of these agents is that they actually self-learn. They're going to continuously self-learn. And so the team will get stronger and stronger as we build this out. I'll get more physical infrastructure. And so I have a direct path to monetize it by getting better trades. That's why a lot of you are making a mistake. A lot of people building these out, they don't have a way to monetize it. We do. We've come to a conclusion that if our research is extremely deep and extremely good, it leads to real conclusive evidence when it comes to actual market direction. We're able to make an accurate trade, which leads to cash, which leads me to scale this. I can scale this team, guys. I can get 100 agents. We're starting off with like 5, 6, and we're gonna scale it up. And I don't need too many humans anymore. This is getting crazy. It's getting really crazy.
