How do you design a system that guarantees exactly-once processing semantics in Java?

Exactly-once processing requires idempotency, transactional messaging, and offset coordination.

In distributed systems, exactly-once is achieved via Kafka transactions or deduplication stores. Producers write messages transactionally, and consumers track offsets atomically. Idempotent consumers ensure duplicate messages do not affect state.