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arXiv • Jul 01, 2026
Research studies organizational adoption of command-line AI coding agents
A Microsoft rollout study examines adoption, retention, and output signals for command-line AI coding agents.
• Enterprise AI coding adoption is social and operational, not only technical.
• Rollouts need usage analytics, peer learning, cost controls, and clear review expectations.
• Output measures should be interpreted carefully because merged code is not the same as product value.
Builder take
• Treat coding agents as a managed engineering platform with training, policy, and measurement.