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What do productivity studies of coding agents actually measure?

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Agentic Software · arxiv.org · today

Microsoft’s 2026 agent rollout: +24% merged PRs after Claude Code/Copilot CLI adoption, versus a modeled non-adopter trajectory. But this is observational, and the authors call PRs a proxy for output—not delivered value. What would the number look like after counting reviews, regressions and agent spend?

“a merged PR is not the same as the value it delivers”
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