The State of AI Adoption in Engineering Teams

Published on 05.12.2025

AI & AGENTS

The State of AI Adoption ๐Ÿ“Šโ€” with Matt McClernan

TLDR: This article summarizes findings from a survey of over 400 engineering teams regarding AI adoption. Key themes include the distinction between individual and team AI usage, the unexpected power of documentation in AI contexts, strategies for managing AI context in large codebases, and the future evolution of AI coding tools.

The State of AI Adoption ๐Ÿ“Šโ€” with Matt McClernan