Criteo

A Criteo engineering blog post argues that AI coding tools cannot build the human skills junior engineers need to grow beyond junior roles. It examines which abilities—judgment, communication, mentorship-based learning—must still be developed the traditional way, and what that means for career development as AI handles more routine coding work.

A Criteo engineering blog post argues that AI tools risk keeping junior engineers 'forever junior' because some skills cannot be developed by automation. It examines which human capabilities, such as judgment, communication and mentoring, must still be built through experience. Readers in tech circles are sharing and debating the piece as discussion grows over AI's impact on early-career development.