How to Build Your Own Agent Operating System

How to Build an Agent Operating System (Agent OS) in 5 LayersThis episode explains how to build an “Agent OS,” a single system where multiple AI models and agents (like Claude and Hermes) work together with shared context to automate tasks such as lead generation, outreach, news research, SEO, video, and more. The creator describes replacing “14 scattered tabs” with a five-layer stack—foundation (one dashboard), memory (a shared Obsidian vault), routing (send each job to the best model, often free/local), agents (parallel execution via workflows like Kanban), and loop engineering (feedback that improves the system daily). Built from scratch in about eight weeks with minimal added cost beyond existing subscriptions, the system can be customized for any industry and is shared with a 3,900-member AI Profit Bot community.00:00 What Is Agent OS02:50 Why It Beats 14 Tabs05:20 Five Layer Overview06:18 Layer 1 Foundation07:36 Layer 2 Memory09:33 Layer 3 Routing12:04 Layer 4 Agents13:49 Layer 5 Loop14:36 Get The Full Setup15:51 Final Wrap Up