aiqbench analysis
The survey suggests AI's productivity gains are real but uneven. Developers still report local benefits, while the work of managing, reviewing, and correcting AI output adds new friction. Readers should note that the figures are self-reported perception, not telemetry, so they indicate how teams feel about AI's impact rather than proving a measured effect.
Developers Reporting Double-Digit Weekly Time Savings from AI Fell from 68% to 26%
Atlassian’s State of Developer Experience 2026 finds the share of developers saving ten or more hours a week with AI dropped from 68% to 26% year over year, while only 28% report noticeably less friction than before AI. Engineering leaders report spending more time managing and correcting AI output than developers do. By Steef-Jan Wiggers
The share of developers reporting ten or more hours saved each week through AI fell from 68% to 26% in a year, according to Atlassian’s State of Developer Experience 2026. Adoption over the same period became close to universal, with 95% of developers and 96% of engineering leaders saying their organization actively uses AI in engineering. The report draws on 1,155 individual contributors and 405 engineering leaders surveyed during 2026. Atlassian is unusually…
Excerpt shown under the publisher's RSS terms · 73 words · full text and figures are on the publisher's site