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Kafka Fundamentals Through a Stream Connect Lens

New article articles in ServiceNow Community · Aug 05, 2026 · article

You've been asked to wire up Stream Connect for Kafka and realize you don't actually know how Kafka works under the hood. This post covers brokers, topics, partitions, and offsets — then explains why Kafka's at-least-once delivery model means you will see duplicates, and three patterns to handle them safely.

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https://www.servicenow.com/community/workflow-data-fabric-articles/kafka-fundamentals-through-a-stream-connect-lens/ta-p/3583810