Essays

Long-form arguments on how technology decisions shape products, organizations, and markets
Accountability and AI-generated code

AI Didn't Break Accountability. It Exposed the Gap.

AI coding tools broke the accountability chain engineering organizations relied on for decades. 42% of commits are now AI-generated, but most organizations haven’t decided who owns the outcome when that code fails in production.

AI on Edge

AI on Edge: Autonomy

Edge AI is about autonomy and survivability, not just latency. When connectivity drops or round-trip time matters, the edge has to make decisions on its own. That changes how you architect AI systems and who controls them.