The compound-interest moment. Until now your agents have run when you asked. Today they run on their own: a morning brief that arrives at 7am, a meeting prep that fires when a new event lands on your calendar, a weekly report that writes itself on Friday. You'll learn what to automate first, what to keep manual, and how humans stay in the loop.

A polished output can still be a bad output. You'll learn how to tell whether your agents are actually doing the job: what's useful, what's missing, what's wrong, what's risky. The review loop becomes the habit that keeps your Agent OS sharp.

Tighten the Playbook. Sharpen the agents. Pick the two or three things you'll show. You'll prepare a five-minute demo: what you built, what changed in your week, what you'd build next.

We will give everyone the chance to demonstrate their work.