TL;DR


Kafka guarantees delivery, not uniqueness. Retries are expected.
Acknowledgements can fail even when a write succeeds, leading to duplicates.
Producer idempotency prevents duplicate writes to Kafka, not duplicate business effects.
Application-level idempotency gives each event a stable identity.
Consumers must assume every...