Building AI-native engineering organizations.
I help engineering teams move from hero-mode dependency to distributed ownership, and I build AI workflows that ship real outcomes, not demos.
How I run engineering
A system built on distributed ownership, deterministic AI, and signals you can actually act on.
Organizational Leadership
I move teams from hero-mode, where delivery depends on a few people knowing too much, to systems where ownership is distributed through documentation, clear interfaces, and decision frameworks.
Enterprise AI
I design AI workflows that go beyond the chat window: specs that anchor intent, skills that execute deterministically, and review gates that keep humans in control.
Operational Excellence
I run engineering with visible signals: DORA metrics for flow, cost telemetry for cloud and tooling, so decisions are grounded in data instead of gut feel.
Billete en Blanco
A 100% autonomous travel blog powered by 13 AI agents that come up with the idea, write the article, generate the image, and publish to Instagram and X on their own. Built with spec-driven development and AI self-review.
Let's talk about what's next.
I write and think about building AI-native engineering organizations. If you're working on the same problems, I'd be glad to swap ideas.