Stop Guessing: How to Use SQL Aggregates for Real-World Analytics

Our main production database was gasping for air, CPU pinned at 100%, and the site was throwing 504 Gateway Timeouts like it was a sport. The culprit? A "simple" dashboard query I’d written that after