Free stuff, no strings.

Everything here is classroom-tested and free to use. No email required, no signup wall — grab what helps, ignore what doesn't, and share it with the teacher down the hall.

The Resources

Grab what you need.

Article

Bombers, Hobbits, and Paper Companies

128 years of red and black, a nickname that came from a sportswriter, and a student-designed mascot — our story and the people who continue to write it.

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Guide

Overcoming Hallucinations

Hallucination is a retrieval failure, not a glitch. Two fixes that ground it — one takes ten seconds, one takes ten minutes.

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Framework

The AI Bagel Framework

Human → AI → Human. A three-step loop for using AI without handing over your judgment — plus a worked example you can run in ten minutes.

Read the framework →

Coming soon

More on the way

New resources drop here first, then get posted to Instagram. Follow along so you catch them.

Want this built for your building?

These are the free versions of what I run with schools — PD days, coaching cycles, and full-year partnerships. If your staff needs the real thing, let's talk.