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Kafka is easy to start and genuinely hard to run well. Consumer lag, partition rebalancing, retention vs. cost — these are the decisions that bite teams in production. It's the default choice for event-driven architectures and real-time pipelines for good reason, but the operational complexity compounds fast. Our Apache Kafka consulting helps teams get the fundamentals right before they become incidents.