Practical engineering and governance notes from the Northern Virginia tech corridor.

How I Build Model-Substitutable AI Integrations (And Why Most Enterprise Teams Don't) A vendor-neutral pattern for integrating LLMs into enterprise applications — with code, trade-offs, and what to bu