From first principles to first customers.
I think in systems and build from conviction—engineering the system, shaping the product, telling its story, and bringing it to market.
What you'll find here
Technical deep dives, life updates, and insights from building things that people love.
From first principles
Technical deep dives into AI agents, data systems, and infrastructure—starting with how things work and ending with what survives reality.
Built through experience
Products and experiments shaped by real use, direct feedback, and the constraints that only appear after something ships.
Lessons worth keeping
The decisions, failures, and course corrections that make the next attempt better—not just the polished result.
Life around the work
Life updates, changing interests, and the experiences that shape what I notice, value, and choose to build next.
How the work keeps moving
Follow the work
Good work compounds quietly—one useful step, one honest correction, then another day at it. I share the process as it unfolds.