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How teams build – Linear

linear.app · 3,071 words · saved by 1 readers

AI usage patterns in software teams: who is adopting AI, how it reshapes where teams spend their time, and how much more they ship.

HOW TEAMS BUILD AI usage patterns in software teams EDITION 01 - TIM QI (2026) Tens of thousands of teams build software inside Linear every day. Over six years that’s given us a detailed picture of how product development happens, from before AI was widely adopted to now. Model companies and coding tools have published plenty on token usage and code volume, but that captures only one layer of the work. We’re unusually well placed to see the entire workflow behind building a product, from the first issue to the pull request that closes it. What we can’t see is AI usage that happens…

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