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Linear reports AI feature usage in software teams doubled across all roles and company sizes in 2026

Linear’s customer data shows AI adoption in product development workflows surged across functions, executive roles, and company sizes over six months in 2026.

WHY IT MATTERS

This data provides a rare workflow-level view of AI integration in software teams, not just code generation. It suggests AI adoption is now pervasive rather than experimental, with implications for tooling, team structure, and productivity measurement. The consistency across company sizes and roles indicates a fundamental shift in how software is built.

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The three things worth knowing

01

AI feature usage in Linear more than doubled across all functions, with product teams adopting fastest (+22 percentage points).

02

Executives at large companies showed the highest adoption growth, with CEOs at 201+ person firms jumping from 9% to 36% usage.

03

Time spent on issue creation and triage increased across functions, suggesting AI is reshaping workflows beyond coding tasks.

THE CLUSTER

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linear.app via Hacker News AI usage patterns in software teams Open ↗