How should distributed tracing be designed for production?

For production, propagate standard trace context, instrument important boundaries, sample with an intentional strategy, correlate traces with logs and metrics, and avoid recording sensitive payloads. 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.