GPT 5.6: NEW Agentic OS is INSANE! artwork

GPT 5.6: NEW Agentic OS is INSANE!

AI News Today | Julian Goldie Podcast

July 10, 2026

GPT 5.6 Command Engine: Run Agents with OAuth (No API Key) in One DashboardThe video introduces GPT 5.
Speakers: Julian Goldie
**Julian Goldie** (0:00)
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 Codex 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 it responds 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 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 ChatGPT like so, you're just not going to get the most out of it, right?
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, in 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. And 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 got one login. So this is all running on my ChatGPT 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 Sol 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 5.6, 6Nexter, Claude, Hermes and Groq 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 ChatGPT login, Gpt 5.6 builds with whichever model you prefer, and then it's finished saved inside one workspace. And the difference here is like the old way, is you would use to live in like ChatGPT tabs, you copy and paste in between them, or you're paying per API token, which gets expensive. You close the session, all the content is gone, and it's not plugged into one memory system. And then it's not running the background, you have one model, and all your builds are just scattered across your downloads, folders and tabs. So for example, if I go into Codex 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 Asian side, one workspace, we can preview everything built, we don't lose track of anything, everything is saved in one place, it's much easier to navigate.

9 more minutes of transcript below

Feed this to your agent

Try it now — copy, paste, done:

curl -H "x-api-key: pt_demo" \
  https://spoken.md/transcripts/1000651996090

Works with Claude, ChatGPT, Cursor, and any agent that makes HTTP calls.

From $0.10 per transcript. No subscription. Credits never expire.

Using your own key:

curl -H "x-api-key: YOUR_KEY" \
  https://spoken.md/transcripts/1000776308812