Note 01
Systems architecture
Why hardware abstraction pays for itself
What decades of printers, drawers, USB, and serial devices can teach us about designing boundaries that survive the next hardware refresh.
In progress
Engineering field notes
Things worth writing down.
Developing notes on systems architecture, hardware integration, applied AI, and what production engineering teaches you that diagrams cannot. Full articles are coming as this independent practice grows.
Note 02
Legacy modernization
Modernizing software without erasing its memory
Legacy systems contain years of operational knowledge. The real challenge is separating accidental complexity from behavior the business still needs.
In progress
Note 03
Applied AI
Evaluating AI like an engineer
A practical approach to model behavior, dataset design, repeatable experiments, and deployment tradeoffs beyond a promising demo.
In progress
Note 04
Hardware integration
The hidden interface between software and the physical world
Payment terminals, industrial controls, and retail peripherals expose failure modes that application-only systems rarely have to consider.
In progress