How do you design scalable unit tests in large systems?

By ensuring modularity, isolation, and reusable test utilities.

Scalable unit testing requires structuring tests around clean architecture principles. Tests should avoid duplication, use shared fixtures carefully, and rely on dependency injection. Large systems benefit from layered testing strategies (unit, integration, contract).