How I Ship Production AI Systems Solo and Why It Isn’t “Vibecoding”
A working method for building real software when you came up as an operator, not an engineer.
Writing
Field notes from
inside the build.
Essays on applied AI, written by someone who ships the systems — on generative engine optimization, AI search, and what actually changes for operators.
Recent
All on Medium →Clean code isn’t what you write. It’s what stays running.
Why the code that survives in production matters more than the code you write — notes on shipping real AI systems.
How We Accidentally Built a Customer Data Platform
Unifying calls and web forms across hundreds of firms into one clean identity each — a case study in identity resolution and why vertical infrastructure wins.