The Scale Trap: How Small-Scale Testing Masks Real Database Performance Issues

This article exposes a critical blind spot in database performance testing that affects production systems globally. By revealing how development environments fail to replicate production's data volume, complexity, and concurrency patterns, it explains why optimized queries catastrophically fail under real-world loads. Understanding this gap is essential for preventing costly downtime, system failures, and revenue loss.