AI Coding Got Faster. Why Didn't Engineering?
The New Stack, Sunday, August 9th, 2026
AI accelerated code generation but engineering productivity has not improved proportionally.
While AI coding tools have dramatically increased the speed of writing code, overall engineering productivity has not kept pace.
The article explores the disconnect between rapid AI-driven development and slower operational, testing, and deployment processes. Infrastructure, verification systems, and team coordination remain bottlenecks that offset coding speed gains. Organizations must address the full software development pipeline, not just code generation, to realize meaningful productivity improvements.