Thinking about
systems and automation
Notes on system design, automation in practice, and the human side of building with machines.
The bridges we cross — damaged, unstable, uncertain — are the same ones that teach us where the gaps are. Every broken path walked becomes the blueprint for something better. That's the work.
Automation in Real Life Looks Nothing Like the Demo
The gap between a clean automation demo and a production system that actually holds up is where most projects fail. Here's what that gap looks like — and how to close it.
The Five Questions I Ask Before Building Any System
Most systems fail not because the technology was wrong, but because the problem wasn't defined clearly enough before building began. Five questions that change that.
Where AI Belongs in a System — and Where It Doesn't
AI is most powerful in a well-designed system. It's most dangerous in a broken one. The distinction matters more than the model you choose.