Resistance to AI coding tools among developers stems from a shifting professional identity rather than simple fear of job loss. Many engineers feel stifled by the transition from hands-on coding to orchestrating autonomous agents. Organizations must frame AI as a shift in creativity to maintain motivation and ownership.