How should API versioning strategies be designed for production?

For production, version only when compatibility requires it, document support windows, keep behavior consistent within a version, test older clients, and provide a migration path. Add automated tests and observability around the critical behavior, document ownership and failure handling, and review the design when traffic, dependencies, or security requirements change.