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.
The state of generative ai in software de- velopment: Insights from literature and a developer survey.arXiv preprint arXiv:2603.16975, 2026
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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.