Journal
Notes from the workshop
Jul 6, 2026
vibe-ship: Your Code Works. Now Actually Ship It.
The story behind my open source deployment skill: why vibe-coded projects die on localhost, and how one command generates the Docker, CI/CD, and security setup that gets them online.
Tooling
Jun 10, 2026
Ideas Are Cheap Until Shipped
Why the motto on my homepage is the closest thing I have to an engineering philosophy, and what building vibe-ship taught me about the gap between a working demo and a working product.
Shipping
Jun 24, 2026
A Model in a Notebook Is Not a Product
Lessons from taking computer vision and NLP systems like FaceFind and NoteSync from a clean validation score to something real people could actually use.
Production ML
Jul 4, 2025
Building the Room
What starting the AI Innovation Society taught me about community, and why organizing the Digital Health Summit felt harder than any model I have trained.
Community