How should asynchronous messaging be applied in a production system?

Make consumers idempotent, define retry and dead-letter policies, version schemas, and monitor lag. 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.