Idempotent pipelines stop silent duplicate data disasters
A single retry in an Airflow DAG doubled order rows, exposing how silent duplicates slip past logs. The article shows that making each load idempotent guarantees the same end state no matter how many times it runs, eliminating hidden data corruption. Adopt idempotent patterns to keep pipelines reliable.