Beginner Syndrome: Why the Smartest Engineers Are Most at Risk in the AI Era

Thu, 21 May 2026 10:00:00 -0400

There is a scene I keep watching play out, in different rooms, with different people, always the same shape.

A room full of senior engineers. Fifteen, twenty years of experience each. People who have survived multiple technology cycles; the cloud migration, the microservices hype, the shift to DevOps, the rise of Kubernetes. They have been through everything. They have the scars.

And someone puts a language model in front of them and says “try it.”

Beginner-Mindset on Notes from the Rabbit Hole

Beginner Syndrome: Why the Smartest Engineers Are Most at Risk in the AI Era