Mentorship

Asking AI instead of a teammate can solve the problem instantly, while quietly removing the small interactions through which teams built context and trust.

Entry-level work ran a loop that quietly produced senior judgment. AI shortens that loop, so teams have to build on purpose what they used to get free.

AI is changing how we write code — but not why we build. A gentle, optimistic note for juniors and career switchers learning software today.