Codex + Claude Code + Agent OS Is INSANE! artwork

Codex + Claude Code + Agent OS Is INSANE!

AI News Today | Julian Goldie Podcast

June 27, 2026

Agent OS Q&A: Using Codex, Claude Code, Local LLMs, GLM 5.
Speakers: Julian Goldie
**Julian Goldie** (0:00)
So today, we're going to run through the latest questions I've had on the Agent Operating System, which you can see we've built out here. This is a powerful system you can use to basically build and automate anything, link all your agents together. You can use it, for example, for lead generation and outreach campaigns. You can voice control it and voice activate it with Hermes Jarvis. We even got a Memory Galaxy so that all of our agents here know exactly what we're working on, what we're building. We've got Kanban boards where we can orchestrate agents. We have, for example, a local AI agent engine here, where we can build and automate anything that we want locally as well. Today, what I'm going to show you is some of the latest questions we've had on the agent operating system, and then answer them because I know if people have these questions inside the AI profit boardroom, then you probably have these questions about building agent operating systems yourself. Let's get straight into it.
First question we have was about Codex. Rob was saying brand new here, just signed up, watching videos, but can you use with the agent OS, your Codex subscription and how can you use it? Can you use it with Codex too? We do have a Codex section over here. We have the chat and then you've got the goal mode and the workspace and all your previous sessions saved as well. It's easy to see everything you've built. That's one way of using it. Then you've got Hermes as well. Now, with Hermes, you can use GPT 5.5 with Codex login and you can use that for generating images as well. That way, you can use the power of GPT 5.5. You also get access to the studio where you could generate images, videos as well using GPT 5.5. Then you can also plug it into, for example, OpenCloude or anything you want.
As well as that, actually what happened recently, it's a new update that just dropped out a couple of days ago, is there's a plugin for Codex inside Claude Code, which means you can actually use Codex inside Claude Code to power up too. There's four different ways you can use it here.
Just to recap, yes, you can and welcome here.
You can use Codex in multiple ways inside the Agent OS.
Method number one is you can plug it into Hermes Agent. Number two is you can generate images with OpenCloude and Hermes Agent 2 using your Codex or Orf. You can also use Codex inside the Codex tab of the Agent OS. Additionally, Claude just dropped a plugin where you can use Codex inside Claude Code as well. So you have a good post here from North as well. He was talking about how it's better to use systems rather than focus on prompts. This is 100 percent it. So he was saying basically the real skill is building repeatable systems and improving what's already tested and having the patience to debug them properly when a new update arrives.
This is 100 percent it. So for example, like GPD 5.6 just dropped, but it's only available to certain people. But the good thing is it doesn't even impact any of our workflows anyway, because we can swap in the model, swap them out. So for example, as well, when Sukarno Fugu dropped earlier this week, we could plug it straight into our systems and build some amazing stuff with it. And we could only do that because we focus on systems, not models. So I think that's the long term play here. Raza says the best, Julian, you have one of the best training and one of the most accessible AI experts out there, which is pretty nice. Number one, thank you so much. And I think number two, like the whole point of building this community is to share and learn and grow together. So the only reason that I've developed these amazing systems, for example, like the Agent OS, is because I have a great community of people who encourage me. And, you know, everyone who watches stuff like this, they help and inspire me. So the only reason that I've achieved what I have today, which is probably quite little in itself, but, you know, we've got a great community and a fantastic group of people. The only reason that I'm here is because of all the people that help me inside the community. It's a good question. So the question is like Qwen 3.6 versus Qwen Agent World. Is anyone tested, et cetera? And I was looking at this announcement yesterday for Qwen Agent World. The interesting thing is I can see a lot of people talking about it, but I can't see anyone building with it. That was pretty funny when I saw the announcement. I was like, this sounds amazing, but what have people actually built with it? So from what I've seen, I haven't seen anyone like build anything interesting with Agent World yet. So it kind of seems more like theory than people actually building with it directly. But I know that Qwen 3.6 particularly is a really good local model if you have a great setup. Natro was asking about how to connect Codex and Claude Code with a local LLM and how to do that. So there's two ways I know. I know the Codex basically have their own documentation on how to connect local models, as you can see right here. So you can change your model like so, and you can change the local environment from the config.toml file, and you can change the model around like that. And then another option that you can have is you can use Ollama. Now, Glm 5.2 on Ollama is cloud-based, but you can basically run this in one click with Claude Code or, for example, Codex as well. So there's two options there. Davide was talking about how Glm 5.2 is a genius, and I found the same thing. I mean, he talks about a use case that he's used to do this, but I found Glm 5.2 is really good. I mean, it's definitely up there, very comparable to something like Opus 4.8, and we actually ranked all the models, and Glm 5.2 was right up there in terms of how it performs. So you can see, for example, on Goldiebench, I personally test it, and I show everything that I've tested and host it so you can try it yourself, but some of the stuff we built with this was absolutely amazing.

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