Debezium CDC pipeline architecture diagram showing data flow between databases, Kafka, and sinks

Implementing Debezium CDC Pipelines: Exactly-Once State, Schema Evolution, and Backfills

Learn how to implement Debezium-based change data capture pipelines that guarantee exactly-once state, handle schema evolution gracefully, and execute reliable backfills at scale.

September 12, 2026 · 10 min · 2112 words · martinuke0
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