My approach starts with invariants: define them, identify failure surfaces, and design architectures that remain understandable as complexity grows. I optimize for operational integrity over short-lived hacks.
I have been building Aletiq continuously since November 2025. That work shaped how I think about execution—reliability is a product decision, architecture is a leadership decision, and velocity matters only when direction is precise.
I am most engaged at the intersection of distributed infrastructure, AI workflow design, and developer systems that reduce cognitive overhead while increasing leverage.