How do you teach circuit design when simulation tools hide the physics?

My students can get a circuit working in a simulator without understanding why it behaves the way it does.

I want them to reason about the underlying device physics, not just tune parameters until the output looks right.

How do you structure lab or project work so simulation supports understanding rather than replacing it?