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Classifying failures and using controlled retries in Kafka prevents outages.

Kafka uses retries and Dead Letter Queues to manage message processing failures.

Kafka uses replication and in-sync replicas to ensure data is always available.

Kafka allows safe message reprocessing by resetting consumer positions without altering data.

Kafka uses different strategies to assign partitions to consumers in a group efficiently.