Speed Isn't Everything: Why Space Complexity Can Break Your Code

Fast algorithms mean nothing if they crash from memory exhaustion in production environments. Understanding space complexity—how auxiliary memory grows with input size—is crucial for writing algorithms that scale reliably to real-world data volumes and truly work at production scale.