The 10-Join Query Nobody Wanted to Debug

The alert came in during business hours. A seller-facing marketplace listing page was showing incorrect items. Products that should never appear in standard listings were suddenly visible. This wasn’t a cosmetic issue. It was a correctness problem in a read path users relied on.