API and Data Model Design Questions

Design of clear application programming interfaces and corresponding data models that support scalability and maintainability. Topics include defining service boundaries and endpoints, request and response schema design, versioning and compatibility strategies, idempotency and error handling patterns, pagination and rate limiting, authentication and authorization implications, normalization and denormalization trade offs, indexing and query patterns, schema migration approaches, and how API and data model choices affect performance and operational complexity.