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At first glance, publish/subscribe patterns in messaging systems and Kafka both look similar, so we're often asked how they're different. @KateStanley91 and Callum Jackson wrote this to describe some of the differences (and I helped a bit) developer.ibm.com/articles/difference-between-events-and-messages/