Case Studies
Real stories of heavy AI coding agent users who cut their token spend with Tokenade — what they saved, how they did it, and what changed.
I Watched Someone's $6,000 Mistake Unfold Line by Line
He set up a 30-minute loop, went to sleep, and woke up to a $6,000 bill. The script wasn't broken — a silent infrastructure change had turned every cache hit into a full rebuild, 48 times before sunrise.
Paul IrollaRead case study →The AI Tool Nobody At Uber Could Put Down
Uber gave 5,000 engineers the best AI coding assistant money could buy — then watched it burn through the entire annual AI budget by April. A story about what happens when a great tool meets zero friction and no efficiency layer.
Paul IrollaRead case study →