NEW Autonomous AI Agent Loop is WILD!

**Julian Goldie** (0:00)
Today, I'm gonna show you a powerful system that you can use to basically loop around all your AI agents so they can do all the quality control for you. So if you're tired of prompting your agents, if you want your agents to run automatically without you, if you want systems where you don't really have to do any prompting anymore, you can just get your agents to loop around and get your work done, quality checked, and avoid AI slot, then this system is very, very powerful. I call it the self-checking factory. It's basically a factory line where every AI agent inspects the last agent's work, one agent builds, the second agent grades it. You remove any quality control issues, you remove the chances of AI slot, and your whole system gets better and better. And this really comes down to one problem that a lot of people have. I mean, imagine, for example, you're in a bakery where nobody tastes anything, and the bread goes straight from the oven to the customer. Some loves it perfect, some are totally raw in the middle, and the customer finds out not the baker. That would be no buena, right? That would be quite disappointing for the customer. But that's basically how most people run in AI agents. So they have agents that write the code, the article, the page, hand it straight to you with no checks in between. And so you become the inspector, that becomes a very tiring, frustrating job, and you read every output, you test every bill, you catch every broken button, and you wanted a team of agents, but you got a pile of homework to mark instead. And the moment you stop checking, slot gets shipped. So the self-checking AI factory that I'm showing you today basically breaks that cycle for good. And you might say, well, this sounds complicated, I'm not a coder. Basically, all the system is very simple. You define what a good looks like, so you define the standard. Then you have one agent that implements it, and you get another agent to judge it, and then you can set how many rounds it goes around for. And I'll explain more of that in a set up. And the other good thing about this is once this loop round is completed, the great thing about this agent loop is that everything you build is saved inside the workspace, so you can come back to it whenever you need to. Now, you might be wondering, okay, how does this loop actually work? So basically, this is like having two brains working together. And the whole idea here is that you have an agent that builds a work, and you have an agent that grades it, but they're never the same model. So this loops around because you set up the goal in one sentence, the builder makes the thing, the judge scores it out of 100, and it just loops around and around until that work is finally done, until it finally gets shipped. And you might wonder, okay, why would you do something like this? Because AI is a terrible judge of its own work. In the same way that you can't proofread your own writing, it reads what it meant to write, not what it actually write. And so the problem with that is there's no quality control. Normally, if you're just going back and forth inside ChatGPT. And this is why people find like ChatGPT frustrating to use or quality frustrating to use, because there's no quality control involved. And so the quality of the outputs is way lower. And the whole point of using AI is to have like the best intelligence, not the worst. And so the loop only ends one way, either the work passes or it just loops around until it's finally done. And you can set how many loops actually goes for. So you can set the maximum number of rounds. So you can say, OK, loop around 20 times until the work is done. And if the work passes the grade on the first time, no problem at all. But if it doesn't hit the quality score, then it keeps looping round and round and round. You might say, well, what if the judge is wrong? But the judge doesn't need to be perfect. It just needs to be separate, right? So a separate grader with your goal in hand catches the obvious slot. And that could be, for example, like broken buttons, badly written headlines, missing sections inside your page, ignored instructions, which is usually what, you know, is waste 90% of your time when you're using AI. Like I know a lot of people use Claude and they're just going back and forth with it, babysitting it all day. You don't want to be like them, right? You want to self-check in factory, it can automate and improve itself.