Articles
Writing on software engineering and technology.
Conduct Risk Radar: The Most Important Design Decision Was Keeping the AI Out of the Decision
How an AI system surfaces emerging patterns in public bank complaint data by letting statistics find the anomalies, confining the model to explaining them, and making a human commit first.
Floorcraft: A Floor Plan You Can Talk To, Where the AI Never Draws
How Floorcraft turns a sentence into a real, editable, dimensioned floor plan by letting the model read intent while a deterministic solver owns the geometry.
From Lyrics and a Song to a Finished Lyric Video, Without Touching an Editor
How an open-source pipeline turns a lyrics file and an audio track into a complete lyric video: story inference, syllable-level alignment, AI art per scene, and incremental re-rendering.
Terra Pulse: Turning Earth’s Signals into Evidence-Aware Intelligence
How Terra Pulse turns fragmented public Earth data into evidence-aware intelligence with provenance, deterministic scoring, uncertainty, and AI explanations.
I Didn’t Want Another AI Chatbot. I Wanted to Understand How AI Teams Work.
A practical look at multi-agent orchestration: coordinating specialized AI agents with contracts, dependencies, validation, observability, and human oversight.
What Building a Game Taught Me About Real-Time Systems, Latency, and Product Evolution
What building a real-time multiplayer browser game taught me about latency, authoritative state, WebSockets, client prediction, and product iteration.
Designing a Vendor-Agnostic Enterprise Architecture
How to modernize an established enterprise without allowing vendors to own your domain logic, data model, or operational muscle memory.
How to price your product
Airline revenue management is a practical lesson in pricing scarce, perishable inventory — and a pattern that applies far beyond airplanes.