Start with the non functional requirements regarding scalability, also focussing on performance, security and cost, enterprise architecture should provide benchmarks for these

1. Anticipate future growth. 2. Choose a scalable architecture. 3. Optimize data storage and retrieval. 4. Consider performance optimization techniques. 5. Test for scalability under various conditions.

When designing a new software feature, I always prioritize scalability by considering both current and future needs. I focus on building a flexible architecture, choosing technologies that support growth, and implementing efficient data handling strategies. Planning for scale from the beginning prevents costly refactoring and ensures the system can handle increasing loads seamlessly.

When designing a new software feature, scalability should be a core focus from the start to ensure the system can handle growth without degrading performance. Begin by identifying the expected user load and potential future expansion. Design your architecture to be modular and loosely coupled, allowing components to scale independently. Prioritize efficient data management strategies like caching and indexing, and choose scalable infrastructure, such as cloud-based services. Ensure secure coding practices by implementing authentication, encryption, and input validation to safeguard scalability. Regularly test the system under simulated high loads to anticipate bottlenecks early.

When designing a new software feature, prioritizing scalability is essential for long-term success. Start by evaluating the potential user growth and system load. Choose architecture and technologies that can handle increased demand without sacrificing performance. Implement modular designs, allowing components to be updated or scaled independently. Always consider database optimization and efficient code practices. Regularly test for scalability to ensure the feature performs well under stress.