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LinkedIn's Kafka Event Backbone and Why Partitioning Matters for Real-Time Feeds
LinkedIn moved from batch ETL to a Kafka event backbone to keep feeds fresh. Partitioned topics enable independent consumers and incremental updates, with trade-offs in key design and consumer lag.