Linear publishes 2026 report on AI usage patterns in software teams

AI usage patterns in software teams

Linear analyzed 127,000 paid users and found AI feature adoption more than doubled across every function in H1 2026. Product roles jumped from 12% to 34%, the steepest climb. CEOs at companies with 201+ employees went from 9% to 36%, the single largest increase in the report. Company size barely mattered—adoption roughly tripled everywhere. Meanwhile, engineers spent about 17% more time creating, triaging, and commenting, suggesting AI is driving more coordination and context into the system rather than eliminating it.

Why it matters: Linear published role- and company-size breakdowns of AI adoption from 127k paid users — product and CEO segments saw the steepest jumps, company size barely mattered. Solid data, unusual angle, but it's single-product usage stats, not an industry survey, so it lands at 72 on ...