Exactly-Once Event Streaming with Apache Kafka: Deep Dive into Idempotent Producers, Transactions, and Distributed Guarantees

Modern distributed systems demand high-throughput event pipelines without sacrificing reliability. Apache Kafka’s exactly-once semantics (EOS) provide deterministic processing across distributed consumers and producers.