AI Has Outpaced How Engineering Organizations Measure Developer Productivity (4 minute read) (opens in new tab)

AI coding tools have transformed the day-to-day work of software developers faster than the industry's measurement frameworks can keep up, according to The State of Engineering Excellence 2026, a new report from Harness. The result is a growing visibility gap: engineering organizations are reporting record productivity gains while simultaneously acknowledging they no longer