4 min
We're not fighting AI. We're refusing to let it freestyle your footage.
AI where it helps, determinism where it counts. The honest line we draw, and why we'd rather be dependable than flashy.
engineeringaiproduct
Blog
Ideas & building AI products
The engineering log — how we built this app from the ground up, and the thinking behind dependable AI products.
5 min
Captions that never cover your face: building per-platform safe zones
Every platform overlays its own UI on your video. We trace each app's chrome and keep captions, logos, and CTAs clear of it — automatically.
engineeringcaptionsplatforms
6 min
How we built a video editor that returns the same cut every time
Most AI editors re-roll the dice on every render. We made the edit deterministic — same clip in, same cut out. Here's why, and how.
engineeringdeterminismvideo