Writing

Thoughts on AI engineering, production systems, and the gap between demos and reality.

Building Ethical AI Systems: Lessons from Production

Building Ethical AI Systems: Lessons from Production

Three years of deploying AI in production taught me that ethics isn't a checkbox—it's a daily practice. Here's what actually works.

AI EthicsEngineeringGovernance

Semantic Search in Production: What the Tutorials Don't Tell You

Semantic Search in Production: What the Tutorials Don't Tell You

Building semantic search is easy. Making it fast, accurate, and cost-effective in production? That's the real challenge.

Semantic SearchpgvectorPerformance

Why I'm Transparent About AI Collaboration

I use AI tools extensively in my work. Here's why I tell everyone about it—and why you should too.

AI CollaborationTransparencyEthics