Kafka Partitioning: Avoid Costly Mistakes with the Right Strategy

Partitioning in Kafka sets the ceiling on parallelism and controls event ordering. Using high-cardinality keys like user_id prevents hot partitions that cause performance bottlenecks. Choosing the wrong key can lead to idle consumers and out-of-sequence events.