SuanNi

Apr 4, 2026 · Industry Insights

How Developers Supervise AI: Insights from 10k Real Coding Conversations

A large-scale study of over 10,000 real programming dialogues reveals how developers now act as supervisors for AI coding assistants, shifting from writing code to guiding, debugging, and managing project context across diverse languages and domains.