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Kafka resilience is built into the CDC Replication Engine for Kafka by using Apache Kafka's native functionality. If the target Apache Kafka level is 0.10 or higher, you can configure the replication engine to use parameters in the kafkaproducer. properties file such as retry.backoff.ms, retries, and max.