Writing on applied AI, automation, and building systems people trust.
The gap between a working prototype and a system you can trust — and how to close it.
Designing guardrails so autonomous systems stay safe and useful.
Why clean pipelines matter more than the model you pick.
A practical framework for deciding what to build yourself.