DATA-PIPELINE-ENGINEERING5 MIN READ
Do not hotfix what needs a backfill
Choose between dashboard patch, targeted backfill, and full rebuild based on defect scope and reliability risk.
The churn model excluded annual contracts for exactly 19 daily partitions. The model fix is ready, affected downstream assets are known, and the board packet needs corrected numbers in 90 minutes.
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