In designing a MongoDB schema for scalability and performance, I focus on data modeling that balances normalization and denormalization. I utilize documents and embedded arrays judiciously and implement indexes on fields most frequently queried to optimize performance while monitoring query patterns and adjusting the schema as necessary based on the application’s growth and evolving usage patterns.