Most Engineers Use AI. Few Engineer With It.

Engineers are increasingly integrating AI into their workflows for tasks like debugging and code reviews, yet the profound impact of AI on the core principles of engineering remains underexplored. The article questions whether AI has fundamentally altered the way engineers conceptualize and approach their work, suggesting that while the adoption of AI tools is widespread, true engineering with AI—understanding and leveraging its capabilities to innovate and improve—is less common. This shift is significant because it could redefine the skills and mindsets needed for modern software development.