Skip to main content

NOTES FROM THE WORKBENCH

Things I learned by building them.

No trend reports. Just practical notes about local AI, systems work, and the decisions that survive contact with real projects.

Local AI without pretending the cloud does not exist
A practical boundary between private work on the device and the parts a cloud service is genuinely good at.
Local AIPrivacyArchitecture
July 20, 2026
Where Rust earns its place in a TypeScript application
I do not reach for Rust everywhere. I use it where a smaller, stricter boundary pays for itself.
RustTypeScriptArchitecture
June 14, 2026
Why I keep a technical notebook
A small place for the details that are easy to forget once a project finally works.
NotesEngineering
January 28, 2026
The boring parts are what make software scale
Scaling usually starts with clearer boundaries and better measurements, not a larger infrastructure diagram.
ArchitecturePerformanceSystems
January 25, 2026