SeniorSenior (6–10 yrs)AccentureCognizant
Follow-up question
Follow-up
How does Kafka Exactly-Once Semantics change at 10× traffic?
How does Kafka Exactly-Once Semantics change at 10× traffic?
Answers use simple, clear English.
How to answer this follow-up
Use the parent topic “Kafka Exactly-Once Semantics” as context. Cover testing approach, production metrics, or scale impact as asked — then refine with AI Mentor below.
Parent context — Kafka Exactly-Once Semantics
Common mistakes: Assuming EOS covers DB update without idempotency key. Best practices: Outbox table + relay; idempotency keys on consumers.
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