**Situation**: Pipeline bug applied wrong exchange rates to multi-currency transactions for one week. **Task**: Correct data and prevent recurrence. **Action**: Finance spotted discrepancies; traced to pipeline. Found hardcoded rate in UDF. Fix: (1) Corrected UDF to use rate lookup table. (2) Identified affected date range. (3) Backfilled with correct rates. (4) Communicated to stakeholders. (5) Added integration test for rate logic. (6) Implemented reconciliation checks....
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