How a one-person education business runs on Claude AI agents: a chief of staff plus agent teams, Course Lab to rescue dead courses into interactive lessons, and using a premium model only for planning to keep costs down.
A walkthrough of upgrading a live AI operating system for an education business: what an AI OS actually is, the chief of staff who runs it, model routing that saves money, and the playbooks that do multi-step work for you.
If you’re a coach, consultant, or teacher over 45, your years of recordings, courses, and hard-won process are a goldmine you’re probably sitting on. In this live workshop James shows how to mine it: repurpose old assets with a Content Flywheel, build an AI operating system you talk to like a chief of staff, turn your know-how into sellable playbooks, and run a no-ick lead-gen pipeline — so you can just teach and let agents do the rest.
James has 160+ Claude skills, a pile of plugins, and no idea what half of them do. In this walkthrough he installs an AI HR Department — a plugin that builds one honest roster of every AI employee, team, playbook, and scheduled task you own, flags the stale ones each week, and turns your messy AI pile into a team you can actually manage.
AI agents are moving work out of browser tabs and into task tabs. That changes what your website is for. Your public site does not need to hold the whole business anymore. Your campus and your Campus AI OS need to hold the context your agents can actually use.
Learn how to replace manual SOP writing with a workflow architect inside your AI operating system. Dean watches real work, detects repeated skill chains, and proposes internal tools or sellable products from the patterns your business already repeats.
What This Video Gets Right This Y Combinator conversation is worth paying attention to because it does not treat AI as a writing assistant or a faster search box. It treats AI as an operating layer for the company. That is the important shift. The value is not one clever prompt. The value is a…
Which AI agents should you hire first? James walks through the exact roles he’d build day one — orchestrator, memory layers, department managers — and shows the live systems running his business right now.
Google’s I/O 2026 keynote confirmed three structural shifts in how people will use AI for the next decade — voice is the new interface, personal context is the new moat, and clarity of intent beats prompt syntax. Here’s what each one means for educators, coaches, and consultants.
What You’ll Learn The AI tool releases are coming faster every week — GPT 5.5, Claude Design, a new Gemini desktop app, all inside the last ten days. Most educators are either panicking or frozen. This tutorial walks through the mental model James uses to stay calm and excited instead: stop chasing tools, start running…
James runs his Digital Product Agent live for the very first time on a real product. One command triggers a full product launch — course, sales page, shopping cart, email campaigns, and social posts. Watch what breaks, what works, and how the agent handles both. What This Video Shows James runs his Digital Product Agent…
Learn how to run your entire education business by yourself using autonomous agents. James Maduk shares his Campus AI Operating System—a complete business-in-a-box that lets you teach while agents handle sales, marketing, and operations.