Most companies at scale rewrite their early technology choices. Shopify took the opposite path. During Black Friday 2025, they processed 90 petabytes of data, handled 14.8 trillion database queries, and peaked at 489 million requests per minute—all while running one of the largest Ruby on Rails monoliths in production.