The landscape of full-stack development has shifted considerably over the past two years. What started as experimental integrations of machine learning models has evolved into a fundamental rethinking of how we architect and build applications. I’ve spent the better part of eighteen months working with teams transitioning from traditional full-stack patterns to AI-enhanced architectures, and …