Adoption · Measurement

Measuring Adoption and Impact

Video + articles

Video

Can you prove AI ROI in Software Eng? (Stanford 120k Devs Study) – Yegor Denisov-Blanch, Stanford

AI Engineer · 17 min · December 11, 2025

Articles

AI measurement framework: Complete guide for engineering leaders

DX · Taylor Bruneaux · May 20, 2026

State of AI-assisted Software Development 2025

DORA / Google Cloud · Nathen Harvey, Derek DeBellis · September 23, 2025

Revisiting the DX Core 4 in the Age of AI

DX Newsletter · Brian Houck · June 24, 2026

Supplementary

Leadership in AI Assisted Engineering – Justin Reock, DX (acq. Atlassian)

AI Engineer · 18 min · December 19, 2025

What Data from 20m Pull Requests Reveal About AI Transformation — Nick Arcolano, Jellyfish

AI Engineer · 18 min · November 24, 2025