Insights
Engineering write-ups, method notes and the occasional argument about frame rates.
What actually happens between the arena upload and the moment a coach presses play, and why the interesting constraints are all about video.
Puck tracking fails on shutter speed and occlusion long before it fails on frame rate.
Retention policy quietly determines which seasons your analysts can still learn from.
Why every source is rendered into the same ladder, and what breaks when it is not.
Rendering clips from the master instead of the proxy saved us a third of the GPU bill.
Time-on-task measured across four clubs before and after shift-level search.