Fan-out

1 producer → N consumers. Each consumer reads independently. Isolated processing. Standard pub/sub.

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Event sourcing storage

Kafka log = event source of truth. Long retention. Compact log for aggregates.

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Stream processing

Kafka Streams, Flink. Transform events on the fly. Enrich, aggregate, join. Downstream consumes derived streams.