Messaging with Kafka: patterns and pitfalls

Production patterns

Define partitions and keys for scale and ordering. Standardize contracts, versioning and compatibility.

Implement DLQ and exponential retries, monitor lag and throughput. Keywords: 'Kafka', 'messaging', 'event-driven'.

Avoid heavy processing in consumers and apply backpressure.