Resources

I write and share what I have learned from building, governing, and redesigning systems in production environments. No templates for the sake of templates. No theory disconnected from delivery.

What You Will Find Here

Execution Frameworks

Practical structures for release governance, delivery accountability, and production readiness. Built from real engagements, not textbooks.

AI Governance Thinking

How to think about AI in production — ownership models, risk boundaries, decision frameworks for when to deploy and when to wait.

System Design Insights

Architectural thinking for teams dealing with complexity, dependency management, and the structural causes of delivery friction.

Long-Form Writing

Essays and analysis on execution, discipline, and the intersection of architecture and AI. Written for people who build and lead — not for algorithms.

The Approach

Everything here reflects how I think and work. It is opinionated. It is grounded in practice. If you disagree with something, that is fine — the goal is clarity, not consensus.

New material is published through the blog. Subscribe via RSS if you prefer to read on your own terms.