AI's Measured Impact on Engineering Velocity

2026-06-09

Early research suggests that AI adoption has increased pull request throughput by roughly 10 to 15 percent for many organizations, with a median gain closer to 8 percent. Coding is only a small part of developer work, so bottlenecks in reviews, planning, testing, and coordination continue to limit overall velocity.