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The Transactional Outbox Pattern ensures database updates and event publishing are synchronized to avoid losing events.

Kafka uses different strategies to assign partitions to consumers in a group efficiently.

Distributed backpressure helps manage the flow of work between services to prevent overload.

The Bulkhead Pattern isolates resources to protect critical workloads from failures.

Kafka consumers can use multiple threads to speed up message processing, but it complicates ordering and offset management.