Batch processes can delay business operations, so stream processing is used to handle events immediately as they occur. Stream processing involves systems notifying consumers of new events, often through message brokers like RabbitMQ or log-based brokers like Kafka. Dual writes can lead to errors and inconsistencies, so Change
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