AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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A large-scale empirical characterization of AI-assisted OSS contribution is provided and practical insights for designing and governing responsible vibe-coding practices in open-source development are offered.
An observational study of 20,574 coding-agent sessions from 1,639 repositories across IDE and CLI workflows operationalizes misalignment as a breakdown made visible through developer pushback, and annotates each episode along four axes: form, cause, cost, and resolution.
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