The AI Divide: When the Same Tools Make Developers Unstoppable or Dependent

This article challenges the simplistic narrative that AI universally elevates developers. It reveals that AI's impact depends entirely on how it's used—as a tool to accelerate thinking or as a replacement for it. For engineering teams, this distinction is critical: the best developers use AI to move faster while maintaining understanding, while others create hidden technical debt by using it to skip the hard thinking.