Not augmented Lagrangian. But
NMinimize will call
FindMinimum for post processing and one method does involve Interior Point. It may also have penalty terms from
NMinimize itself, I don't recall.
The penalty is something along the lines of adding absolute values of constraint violations, scaled by function value if it is large. Also scaled by iteration number.