Observational study of Claude Code and GitHub Copilot CLI at Microsoft finds social-network-driven adoption, activity-linked retention, and a persistent 24% lift in merged pull requests among adopters.
Understanding information systems continuance: An expectation- confirmation model.MIS quarterly, 25(3):351–370, 2001
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Adoption and Impact of Command-Line AI Coding Agents: A Study of Microsoft's Early 2026 Rollout of Claude Code and GitHub Copilot CLI
Observational study of Claude Code and GitHub Copilot CLI at Microsoft finds social-network-driven adoption, activity-linked retention, and a persistent 24% lift in merged pull requests among adopters.