Why duplicates plague CDC pipelines—and how to root them out

In no such thing as exactly once delivery , we discuss how exactly-once delivery is an asymptote: something a system can approach, but never guarantee 100% of the time. Network partitions and crashes make it impossible to ensure a downstream system saw an event precisely once. A tempting – almost