Another challenge for new Java developers is that the Gang of Four patterns spring from object-oriented programming, with examples based on C++ and Smalltalk, not Java code.

AI can scaffold solutions, but it can’t evaluate requirements, enforce standards, or validate correctness. That’s still up to ...