Your question is Flexible Multi-Class Classifier. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
Describe a time you built a model or algorithm to classify 10 classes with the expectation that the number of classes may change in the future, and explain how you kept the architecture flexible.