Notes & Writing

Short technical essays and thoughts on real-world engineering, systems design, hosting constraints, and responsible AI usage.

Hosting-Aware Development Why software must respect real hosting environments and constraints.

Using AI Without Losing Fundamentals How to use AI as leverage without sacrificing core engineering principles.