Idempotency: The Secret to Production-Grade Data Pipelines

Idempotency is the ability to perform the same operation multiple times without changing the result beyond the initial application. In a clinical data environment, duplicates in pharmacy claims or patient records aren't just an annoyance; they are a critical risk to data integrity.