expertKafka Transactions & Exactly-Once Semantics

Does Kafka's exactly-once semantics extend to a write against an external database like Postgres?

No — that's the exact same dual-write problem from Chapter 15; Kafka transactions only cover atomicity across Kafka topics/partitions themselves, not an external system, which is why the Outbox Pattern (Chapter 18) exists as a separate solution for that boundary.

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