Design a Creator Analytics Dashboard

Creator analytics is a classic lambda/kappa architecture problem: combining a real-time stream processing path (for current metrics) with a batch processing path (for historical trends). This tests knowledge of stream processing (Flink/Kafka), OLAP databases (ClickHouse), and Redis counter patterns.

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