Why Kafka-to-Delta Exactly-Once Pipelines Matter More Than You Think
Everyone assumes streaming pipelines lose data or create duplicates. But with the right architecture—Kafka feeding Spark, Delta's transaction log keeping score—you can actually guarantee every event lands exactly once, even after catastrophic failures.