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Episode 73 · July 10, 2026 · 11:33

GPT 5.6: NEW Agentic OS is INSANE!

GPT 5.6 Command Engine: Run Agents with OAuth (No API Key) in One Dashboard

The video introduces GPT 5.6 integrated into an Agent Operating System that uses OAuth with an existing ChatGPT subscription, requiring no API key, and provides a single dashboard to switch between models and tools like GPT 5.6, Codex, Claude, Hermes, Groq, and free options such as OmniRoot/Hy3 when tokens run out. It highlights five benefits of the “GPT 5.6 command engine”: one login, tier switching (Sol, Terra, Luna), goal mode for autonomous background task loops in a sandbox with optional auto-approve, a workspace where all builds are saved and previewable, and a unified command center with memory so nothing is lost. The script argues this setup is more organized and productive than juggling separate apps or tabs and can be customized for different business workflows.

00:00 GPT 5.6 Overview
00:48 Unified Agent OS
01:26 Why Tabs Fail
02:22 Five Key Benefits
03:13 Old Way vs New
04:24 OAuth Setup Guide
04:49 Model Tier Choices
05:34 Goal Mode Automation
06:27 Build Quality Tests
07:06 Custom Workflows
08:08 Speed and Tokens
08:59 Recap and Proof
10:07 Join the Community
11:31 Final Thanks

Full transcript

Today, I'm going to run through GPT 5.6 and an agent operating system that doesn't even require an API key. You can basically use OAuth with your existing subscription, plug that inside one dashboard, and it's absolutely wild for pretty much automating anything. Now, GPT 5.6 just dropped. We've already plugged it into our agent operating system, as you can see right here.

And we can actually switch between APIs. So for example, if we run out of tokens on our existing plan, we can switch over to OmniRoot. And that is a free way to use codecs inside here. And then we can also switch over to GPT 5.6, like so.

Then we can speak to it inside here. So let's just test it out. We can add a message. And this is pretty powerful stuff because, for example, we have a system now where essentially, and you can see a response here, we have a system now where essentially we can save everything that we create with this agent OS inside one place.

So for example, we created this analysis. As you can see, everything that we've created and built with GPT 5.6 is inside one place. And also that connects with a memory. So it's a super powerful system to just get more out of your agents.

And also the great thing about this is that you can now plug GPT 5.6 into agents using OAuth as well. So for example, Hermes agent can run directly with GPT 5.6. So this is what I call the GPT 5.6 command engine. And the thing I would say here is like, if you're using GPT 5.6, like if you're just going back and forth inside chat GPT, like so, you're just not going to get the most out of it, right?

Like you can't see anything you've created. All your conversation history is quite messy. It doesn't plug into a memory system. And also if you're using other tools, like for example, we use Claude, we use Antigravity, we use Codex, whatever we're using, we can have inside one system.

We can quickly navigate between them all in one place at one click away. Whereas for example, if you want to get more out of Codex, then you have to go to Codex over here. And then you have to, for example, navigate to Claude. It's all quite messy.

So this is a much more powerful stack. And so if you're watching this, just promise yourself one thing, which is you'll finish this guide and set up one piece of it today, because even if you just set up one piece of this, the moment you make that transition, everything about how you work with AI changes. And this is just going to make your whole engine way more powerful. So let's talk about the GPT command engine and five things it gives you.

So first of all, you've got one login. So this is all running on my chat GPT subscription. So I can just log in, I can use all these tools and it doesn't cost me anything extra. I don't need to use the API or anything like that.

It's all plugged into one system. Also, we can switch between the different tiers. So we have Sol, we have Luna, we have Terra, and these are all different parts of the solar system that we can use to get the most out of this. We have goal mode.

So we can go inside goal mode here. And this is a loop where we can basically hand it a goal and walk away. We have the workspace where every build it makes is saved and previewable in one click. And we have one command center.

So GPT 516 sits next to Claude, Hermes, and Grok on the same screen. One dashboard runs your whole model lineup, which is really, really powerful. So let's talk about this. You basically ask, it's going to use your chat GPT login, GPT 516 builds with whichever model you prefer, and then a thing is saved inside one workspace.

And the difference here is like the old way, is you would used to live in like chat GPT tabs, you copy and paste in between them, or you pay in per API token, which gets expensive. You close the session, all the context is gone, and it's not plugged into one memory system. And then it's not running the background. You're one model, and all your builds are just scattered across your downloads folder and your tabs, right?

So for example, if I go into codecs here, it's super messy. I can't organize everything, I can't visually preview anything built, and it's just nowhere near as good. Whereas with this system, with the agent inside one workspace, right, we can preview everything we've built, we don't lose track of anything, everything is saved in one place, it's much easier to navigate. So with this, we have one dashboard, GPT 516 in one tab, on the chat GPT login you already have, Sol, Terra, or Luna ready to go, goal mode ready to go, every build is saved and previewable, everything sits next to all our agents, and nothing is lost as well, because everything goes inside our memory system.

So whenever we use any of these agents, it's all saved inside our memory, and then we can navigate across that inside our memory galaxy, which is super powerful. So a lot of people ask me like, how are you using GPT 516 inside your systems here? So we actually give the agent OS to our members, but basically when you install this, you can just ask your agent that sets it up to plug in your OAuth into this system. And that means you don't need to use an API key.

And then you can basically with one dropdown, automatically switch to the best model, depending on what you want. So Sol is the flagship one, really powerful, Terra is the everyday driver, Luna is super fast and cheap for high volume work, and inside the agent OS, it will just live inside one section. The other cool thing as well, like if you're running out of tokens, you can just switch to OmniRoot or HY3, both of them are free models so you can use with Codex. So if you're like, ah, you know what?

This is a high volume task, I don't need a frontier model, you can switch between them as well. Also you may see, say like, the cheap tier doesn't create good stuff, but actually when we've tested it out, if you're just building out a basic website, there's not a huge difference between each of these. So it really depends on what you're doing. Like if you're creating a massive project, super complex, big SaaS store, of course you're gonna use Sol.

So it depends, most workflows don't require a frontier model. And then also we've got the goal mode. So what we can do with goal is we can go inside here, we can set a title, set a task, and then we can set up auto approve. And basically this will just loop round as a system until it's completed.

So you set a goal, you can close the tab, it builds in a sandbox, and then once it's done, it goes into your workspace. So all of our goal tasks here are saved inside one workspace and we can just come back to that whenever we want, which is fantastic because basically we can run our agents autonomously in the background whenever we want. So if we wanted to do this, for example, we can plug in that task, launch a goal, and now it's gonna start running the background inside a sandbox. Pretty powerful stuff.

You also might say, well, an AI running on its own in the background sounds risky. So it's actually sandboxed in, right? Each goal runs auto approved, but it's sandboxed. So you can also switch off the auto approve as well.

If you want to switch off, you can untick it there, which is great too. Now, also the great thing about this is that every build is saved and previewable. Now, you know how I said, for example, Sol is the best in terms of frontier work, like it can create the best stuff, right? It can create the nicest stuff.

We actually tested it out on like 40 different builds so far, really, really good. Then the other thing I said before was like, you can't see a big difference between the dashboards or the things that you create. So this is Terra and this is Luna. There's not a big difference between the builds, like very similar in terms of the way they're created.

And so depending on what you're doing, you don't always need a frontier model. You don't even need to use the model that uses the most tokens, depending on what you're actually doing. Now, you also might say, okay, with an agentic system like this, will it work for your business? And the great thing about this is you can customize it as much as you want.

So we have loads of members who are non-technical building out their own custom workflows, creating amazing stuff. And the way that they're doing this with the AgentOS is building it out and then just saying, okay, well, I need to automate this. Can you build that in? And they just ask their agent to add that to the AgentOS and it does it.

So for example, like previously, I'd have to log into Suno, create music. That would take like five to 10 minutes of me waiting. Now I can just have this tab here and I can create music in one click. If I want to do SEO, I can go to this section.

If I want to use a video agent that can like create a fully edited video that looks beautiful with an AI avatar and everything else, inside one system, we can. Really easy to do. And so when you're doing this, it's pretty easy to build out these systems and custom workflows. And that way it works for any business.

But if you want to get all my prebuilt workflows and the codec setup, that's inside the AgentOS as well. Also, you might wonder, okay, when you're using the AgentOS, which is the best model? Well, if you need speed, Luno is the fastest. It's actually four times faster than Sol when we tested out a build with it.

So what's really interesting there is Sol can create the best quality stuff, but it takes a lot longer. So six minutes versus one minute 37, right? Big difference in the amount of time it takes. You might also say, doesn't running an AgentOS use a lot of tokens?

So if you're worried about that sort of stuff, we have token minimization, playbooks inside the AI Profitable Room. But also you can switch to free models from the dropdown here. So it's like, okay, well, if GPT 5.6 runs out of tokens, or you don't want to use it, or you don't want to rinse the tokens on it, no problem, you can switch to free models like OmniRoot. So that way you can switch depending on what you want to do.

And it's really easy and simple to just switch between them and make the most out of all the models. So just to recap here, some people think you need to use an API to add GPT 5.6 to AgentOS. You don't, as I've proven. Some people think the autonomous agents running in the background are like a gimmick or don't actually work.

At this point, we're in a world where we can do everything in the background. So for example, that task we were just talking about a minute ago, that's been running for three minutes in the background whilst I was talking to you and navigating across the AgentOS. So it's really powerful because you can just give it a task, walk back, we can come back in an hour, that should be done. If it's not done, it will keep looping around until it is done.

And also you might say, well, this is just one more tool to check. But actually it sits all inside one screen. That's the difference here. If I was using GPT 5.6 inside Codex, I would probably never use it even though I'm on the pro tier, simply because I just don't want to navigate to loads of different apps and mess around clicking between tabs.

Whereas if I've got everything inside one system and goal mode can just run autonomously without any, well, that's fantastic, right? I just get more done inside one place and I'm way more productive. And then the way that I see this is like, this is the model we already pay for. Why not get the most out of it and plug it into a system that's super useful?

So if you want to get our agent operating system set up with GPT 5.6 wired in, ready to go, you can get the GPT 5.6 Codex engine, goal mode, the workspace, one dashboard for every model including the board, Hermes Grok Codex side-by-side, the local Hermes engine, the AI mastermind with a group chat with these agents, agent Kanban, the memory system, the token efficiency playbooks, and 4,000 founders that you can network with as well. You can get that all inside the AR profitable room. This is my automation community for helping you save time, learn, and grow with AI automation. We actually, at this point, have 196 pages of testimonials and wins and awesome reviews from people learning and growing with this stuff.

Lots of people sharing their agent OS setup, how they've customized it, how they've built it, exactly how they want. So if you want to get it, it's inside the AR profitable room. Inside the community, you can ask questions, get help and support in real time. I personally answer these questions as well.

And then also inside the classroom, you can also get access to all of our best tutorials and lessons like you can see right here. Inside the new daily update section, you can get the agent OS. We update this daily. We have a video tutorial and a zip file to install.

And then also, if you want to learn about token minimization or for example, omni route or anything else that we mentioned today, you can get all of these tutorials inside here. Inside the calendar, you can jump a week in coaching calls, get help and support in real time. And inside the map, you can meet people in your local area who are building with AI agents like you. So feel free to get that.

Link in the comments description or just go to the airprofitable.com. Thanks for watching.

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