What an agent actually is, how it differs from a chat box, and the shape of the systems we build.
Models, tools, and loops. Why an agent is more than a smarter chat box.
Spotting the tasks where AI compounds versus the ones where it costs more than it saves.
A one-page brief naming three tasks in your week an agent should handle, ranked by leverage.