AI tools make senior devs feel 20% faster yet slow them 19%
A randomized trial with 16 seasoned open‑source developers showed they reported feeling about 20% faster using current AI coding tools, yet objective timing revealed they were roughly 19% slower. The mismatch vanishes for junior or greenfield work, warning leaders that perceived velocity can be misleading when scaling AI adoption.