What we write.
Notes on data architecture, applied AI and operations in complex markets.
01 · May 12, 2026
The order of the layers is not negotiable
Why the golden record comes before AI, and what happens when the order is reversed.
02 · April 28, 2026
Agentic AI on real processes, not on demos
The difference between a copilot that operates the business and one that impresses in a meeting.
03 · July 10, 2026
A server reinfected four times: the Next.js CVE we took two months to see
Forensic anatomy of a persistent cryptominer reinfection. How a Next.js RCE (CVE-2025-55182) survived three cleanups and a full OS reinstall, why the obvious diagnosis was wrong, and the method that solved it.