Exactly-Once: The Holy Grail and Its Cost

Exactly-once semantics (EOS) is the most misunderstood concept in streaming. Candidates either dismiss it as impossible or claim it is the only acceptable guarantee. Neither is correct. EOS is achievable within Kafka, with specific mechanisms, at a specific cost. Kafka's Three-Layer EOS The Cost of EOS The Follow-Up Trap