ABOUT
AI engineers who ship production systems.
Founders and senior engineers across AI, ML, and full-stack — with a bias for craft, evaluation rigor, and shipping.
TEAM
Asif Muztaba
Founder · Engineering
Previously [redacted]. Focused on agent systems and evals.
PRINCIPLES
Evals before features
If we cannot measure it, we will not ship it. Every engagement starts by defining the eval.
No subcontracting
The people who pitch are the people who build. No junior pyramid, no offshore handoffs.
Production from day one
Demos are easy. We optimize for the version that runs at 3am without paging anyone.