What is the role of abstraction in system design scalability?

Abstraction hides implementation details and enables scalable architecture evolution.

Abstraction allows systems to evolve without affecting dependent modules. By exposing stable interfaces, teams can independently modify internal implementations. This is crucial in distributed systems where services evolve separately.