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Notes from the workshop floor.

What we have learned running learn-by-shipping rooms, written for the people in them: parents, professionals, and founders. New notes as we earn them, never on a content calendar for its own sake.

How to teach kids AI safely, from a lab that does it
A parent's guide to kids and AI: supervision that works, building over consuming, judgement over dependence, and the questions to ask any program before you enrol your child.

Learn AI by building: why projects beat courses
Most AI courses teach about AI. Building teaches AI. Why shipping one real project outperforms finishing ten video courses, and how to pick your first build.

The founder's first AI system: map your workflows before you automate
Founders keep buying AI tools before mapping their workflows, and it costs them. How to map your business processes first and build an AI operating system that fits.