The rapid adoption of AI coding tools is creating new expert beginners who produce clean code quickly but cannot explain its underlying logic or fix complex bugs. While productivity has surged, entry-level hiring has plummeted as organizations favor senior engineers who possess the architectural context to validate AI-generated outputs.