How should API versioning and backward compatibility be designed for production in Web API?

Prefer additive compatible changes, version only when necessary, publish deprecation policy, and test old clients. The implementation should be justified by measurable requirements, kept as simple as the problem allows, and validated with realistic tests, telemetry, failure handling, and documented tradeoffs.