Articles
Honest writing from inside the job — what AI actually looks like in a real PE department, what the research says about talent, and what I've learned building tools that have to work on the day.
Most elite senior athletes were never identified at junior level. The research is striking — and it points directly to what school PE can do differently. A look at the evidence, and what it means for the tools we build.
Read article →I was vibe coding before I knew what it was called. Two years of building real tools for real classrooms — what I actually learned.
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