01What Claude Agent OS Is and How It Works

Claude Agent OS is a local dashboard that runs every AI agent, tool, and output on one screen with a shared brain. Instead of juggling 14 tabs and re-explaining your business every session, you open one window and everything is ready.

The system uses six layers stacked on top of each other. You start with a mission control dashboard, then add a memory vault (like Obsidian), plug in multiple models side by side, add a workspace that saves every build, make it run 24/7, and finally set up a feedback loop so each day improves the system. You tell Claude what you want and it builds each layer step by step.

02Main Features of Claude Agent OS

The Agent OS offers several powerful features that work together:

  • Agent orchestration — you can have teams of agents working together in a group chat or pipeline.
  • Shared memory — every agent reads and writes to your Obsidian vault, so they remember your business, goals, and past work.
  • Workspace — every build is saved and previewable in one place. You can open and test anything you created before.
  • Multiple model support — plug in Claude, GLM, Kimi, Hermes, or local models all on the same brain.
  • Always on — the system runs 24/7, builds stuff without you, and is ready to go whenever you come back.
  • Feedback loop — every chat logs into the vault, so tomorrow's agents know what today's did.

03How to Set Up Claude Agent OS Step by Step

You can build the whole Agent OS by talking to Claude. Here is the exact order Julian used:

  1. Build the dashboard — go into Claude, describe what you want (e.g., "Build a mission control with one screen that holds every agent and tool"). Claude creates the local dashboard.
  2. Wire in memory — point every agent at an Obsidian vault (a notes app). Your notes, clients, goals, and voice live there. Now every agent understands you fast and logs everything.
  3. Add more models — plug in Claude, GLM, Kimi, Hermes, or any local model. Each one sits on the same brain. Use cheap models for heavy work and frontier models for planning.
  4. Create a workspace — make sure every build is saved and previewable. You can open past projects and improve them later.
  5. Make it always on — set the dashboard to boot on login and pin it. It runs 24/7 without you.
  6. Set up the loop — every chat logs into the vault. The system gets smarter each day as you build more.

04How to Use Claude Agent OS with Examples

Here are real examples from the episode showing how the Agent OS works in action. First, the video agent: you type one prompt, and the system researches, writes a script, edits it together, adds B-roll, and puts in an AI avatar. The final video looks synced and professional.

Second, the agent group chat: you can have multiple agents working together. For example, they brainstorm ideas in the chat, then drop the best ideas into a pipeline. From there, you ask the system to "just build it" and it creates the output automatically.

Third, the Kanban board: agents work together on tasks. You can see what each agent is doing and preview their builds in the workspace. Everything is saved, so you can come back later and continue where you left off.

05Results and Comparisons from the Episode

Julian compared the old way of working with the new Agent OS. The old way: you have 14 AI tabs open, none talk to each other. You re-paste business context every session.

Output is scattered across tabs, half get lost. You close a tab and the AI forgets you. The result is generic answers and starting from zero daily.

The new way with Agent OS: one dashboard, every agent on one screen. They read your Obsidian vault and know your business before you type. Free and local agents run the grind while you only use frontier models where it counts. Multiple agents work in parallel while you do other things.

Every build is saved and previewable. You close the laptop, the brain remembers everything. The result is answers grounded in your work, nothing lost, and it compounds every day.

06Tips, Limits and Mistakes to Avoid

You do not need to be a coder. If you can paste one command and click open on a folder, you can run this. Just talk to Claude and tell it what you want. However, building the system from scratch takes time — Julian spent four hours just on the local model setup in one morning.

The system can break. Julian says he broke it many times, but you can always ask Claude to fix it. Claude saves checkpoints, so you can restore a working version. Also, be careful about security: Julian does not recommend connecting the system to your phone via Tailscale because it has access to your computer.

Do not wait for someone else to build this. Julian says it is not coming — it takes hours to make a single improvement. If you want his exact setup, it is inside the AI Profitable Boardroom. Otherwise, start with one layer today and stack more later.

07Who Claude Agent OS Is For and Why It Matters

This system is for anyone who uses AI tools every day and is tired of losing context, files, and time. It works for SEO, video, apps, games, and client work. Julian is not a coder and still built it successfully, so anyone can do it.

Why it matters: without a shared memory and workspace, you are missing out on 99% of what AI can do. The Agent OS stops you from re-explaining your business every session. It saves up to two hours per day that used to be wasted on juggling tabs.

And because the brain improves every day, you get better results over time without extra effort.