A web development company made a costly SQL mistake by adding an unnecessary FROM clause to a last_insert_id() query, causing MySQL to return millions of duplicate values instead of a single ID. This simple error resulted in 30MB responses for each INSERT operation, generating terabytes of unexpected data transfer costs and blowing the operational budget. The technical fix was simple, but coordinating the deployment took six weeks, including two weeks just to convince the company the problem existed.
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