The Engineer Behind the System

Software engineer with enterprise application experience, building products on the side and treating AI-assisted development as an engineering discipline rather than a shortcut.

Before software: years leading hospitality operations. That background still shows: service as a standard rather than a slogan, calm under pressure, and attention to the operational details that decide whether a system actually works for the people using it.

The current focus is agentic software development: designing the context, constraints and verification around AI agents so their speed becomes reliable output. The products on this site are where those methods get tested against reality.

Preference: useful systems over demonstrations. If it doesn't run in production, it's a hypothesis.