Insights on architecture,
AI, and building systems.

Thinking out loud about distributed systems, AI-augmented engineering, FinTech patterns, and what it looks like to build in public.

Govern or Get Replaced: Why AI-Native Startups Will Eat Your Platform Alive

The business case for AI-augmented architecture governance — with real industry research from 30+ sources, architecture designs, and an interactive self-assessment.

Stop Saying "Events Go on Kafka"

The question that actually determines your architecture. A property-driven framework for choosing between streams and brokers.

Conway's Law Isn't the Problem — Your Ownership Model Is

How unclear capability ownership turned one fulfillment pipeline into two competing systems.