01What Is a NotebookLM Agent Operating System?

NotebookLM agent operating system is a free setup that connects Google's NotebookLM to AI agents like Hermes, so you can organize, generate, and edit content in one place. Instead of using NotebookLM alone, you add a dashboard that pulls everything together.

In this episode, Julian Goldie shows how to build this system with free tools. You use NotebookLM for the ideas, Hermes Video Agent to edit videos, and Obsidian as a memory vault. The result is a pipeline that turns raw research into ready-to-post content.

Most people use NotebookLM the wrong way: they generate something, it sits there, and they never use it again. This system fixes that by making every output easy to find, edit, and reuse.

02Key Features of the NotebookLM Agent System

This setup has five layers that work together. The first layer is the capture section, where all your NotebookLM notebooks live in one library. The second is the studio, where you generate new content from any notebook.

  • Central dashboard: NotebookLM, Hermes, Studio, and Goals all sit in one tab.
  • Multiple output types: Generate videos, podcasts, infographics, slide decks, mind maps, flashcards, quizzes, and reports.
  • Obsidian sync: Everything saves to your Obsidian vault automatically, creating a knowledge graph.
  • Video editing with HyperFrames: Edit NotebookLM video views using your AI agent.
  • Self-improving: The more you use it, the smarter it gets because Hermes learns from your memory.

All these features are free. NotebookLM is free, Hermes is open source, and Obsidian is free. The MCP that connects them is free too.

Julian explains that without this system, NotebookLM outputs are isolated and hard to organize. With the agent OS, everything links together, so you never lose track of your work.

03How to Set Up the NotebookLM Agent OS

Setting up the system is straightforward, and you can do it for free. Julian walks through the steps using free, open-source tools. Here is the process he shows:

  1. Get NotebookLM and create a notebook with your sources.
  2. Install an open-source MCP to connect NotebookLM to your AI agents.
  3. Ask your AI agent (like Claude or Hermes) to build a dashboard for you, with tabs for Notebook, Studio, Video, and Goals.
  4. Set up the video agent using the Hermes Video Agent and HyperFrames.
  5. Create an Obsidian vault for memory and link it to your agents.
  6. Plug in your avatar to make content personal to your brand.

You can host everything locally. If you need help, you can join the AI Profit Boardroom, where Julian provides a full setup, a zip file, and a video tutorial.

One thing most people miss is the HyperFrames step. That is what lets you edit NotebookLM content, making it 10 times more powerful.

04How to Use the Agent OS with NotebookLM

Once your system is set up, using it is simple. Start by dropping a source into NotebookLM. Then hit generate.

The output saves to your dashboard and syncs to Obsidian.

For example, Julian shows generating an audio view or podcast from a notebook. You select the notebook, choose audio view, and click generate. It creates a podcast that you can then pull into your vault.

To create a video, you go to the video agent section. NotebookLM creates the idea, and the Hermes video agent makes it a polished video. You can edit it with HyperFrames to add your avatar and make it unique to your brand.

  • Generate videos for social media or YouTube.
  • Create infographics from research and post them directly.
  • Make slide decks for presentations.
  • Build quizzes or flashcards for learning.

Everything stays in one place, so you can switch between tools without losing context. The system also remembers what you did yesterday, thanks to Obsidian, so future content gets better.

05Results and Comparisons: Old Way vs New Way

Julian compares the old way of using NotebookLM to the new agent OS. The old way leaves you with isolated artifacts scattered around. You generate an audio view, play it once, and forget it.

The new way gives you a complete pipeline. Everything syncs to Obsidian. You can see the status of each generation, like in progress or done.

One click creates any type of content.

He shows examples of videos made with HyperFrames, which are way more polished and personalized. The results are less generic because you can add your own avatar and memory.

Julian says the system is self-improving. Every time you use it, Hermes learns and gets better. NotebookLM alone doesn't improve on its own; you have to wait for Google to update it.

The best part is that all of it is free. You don't need to pay for premium tools to get professional results.

06Tips, Limits, and Mistakes to Avoid

Julian shares several tips to get the most out of this system. The biggest one: don't use NotebookLM alone. Always plug it into an agent operating system for full power.

  • Use the MCP: Don't skip connecting NotebookLM to your agents with the free MCP.
  • Customize with your avatar: This makes content less generic and more like you.
  • Use Obsidian for memory: It links all your agents, so they understand your context.
  • Ask your agent to build the UI: You don't need to code; just describe what you want.
  • Set up anti-gravity CLI: Google is phasing out Gemini CLI on June 18, so switch now.

One limit: NotebookLM alone is basic. But wired into the agent OS, it becomes the input layer for the entire system.

Avoid the mistake of generating content and forgetting about it. The whole point is to use and reuse your outputs.

07Who This Setup Is For and Why It Matters

This NotebookLM agent operating system is for anyone who wants to turn research into content without endless manual work. Content creators, marketers, and business owners will benefit the most.

It matters because it saves time and organizes everything in one place. You don't need to jump between apps or remember where files are. The system handles it automatically.

It also makes AI content better. With your avatar and memory, outputs feel personal and relevant. That's a big advantage over generic AI content.

Julian built this using his Goldie Knowledge Studio framework. He offers access to the full setup inside the AI Profit Boardroom, which includes a coaching course, community, and a 30-day playbook.

If you want to see the whole system in action, join the 3,100 members who are already using it.