1. Why AI-Generated Code Can Look Correct but Still Fail AI coding tools generate code by predicting patterns from your prompt, the surrounding code, and examples they were trained on. They don't understand your application the way your engineering or product team does. Take this simple discount function: function calculateDiscount ( total : number , isPremium : boolean ): number { if ( isPremium ) { return total * 0.2 ; } return ...