06/03/2026
Most companies are confusing AI-generated code with actual engineering productivity.
Yes, AI tools help developers move faster.
But faster code does not automatically mean better software.
If your team ships code faster while creating more technical debt, more bugs, and more review overhead… you are not becoming more productive.
You are just accelerating future problems.
The best engineering teams use AI to remove friction — not to replace engineering judgment.
Because software problems are rarely caused by typing speed.
They are usually caused by bad architecture decisions made early.
Full article here:https://www.hristovdevelopment.com/post/how-ai-tools-can-boost-developer-productivity