Blog

Notes from the team.

Engineering deep-dives, coaching insights, and the occasional industry rant.

Real-time pose recognition with MediaPipe and LSTM

How we built a 30fps coaching pipeline that runs entirely in the browser — and the engineering trade-offs we made along the way.

Most fitness apps reward time. We reward form. Here's why correct biomechanics is the only metric that drives real progress.

Pose analysis used to require a $50k motion-capture lab. Now it runs on your phone. Here's how we got here — and what it means for sports.