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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Kazumasa Shimari

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Review Aug 2026

Practical Implementation Report on Introducing Spec-Driven Development Using AI Agents in Software Development PBL

In recent years, autonomous AI agents such as GitHub Copilot and Claude Code have been rapidly gaining popularity. This study reports on the practical implementation of Spec-Driven Development, a software development methodology premised on AI agents, within a Software Development Project-Based Learning (SDPBL) course...

Hidetake Tanaka, H. Igaki, Kazumasa Shimari et al. · 0 citations
Preprint Sep 2026

An Exploratory Study of Dependabot Cooldown Adoption in Open-Source GitHub Projects

It is found that security concerns motivated 83 of 92 adoption events with known motivations and early adopters favor simple default delays over fine-grained controls for dependencies with clear update priorities, suggesting that tools could provide robust defaults reflecting ecosystem support and reserve fine-grained...

Hidetake Tanaka, Rikuto Tsuchida, Kazumasa Shimari et al. · 0 citations
Preprint Aug 2026

Predicting Struggling Students in CS1 Programming Using Keystroke-Level Editing Features

Findings indicate that behavioral signals present at the very start of an exercise contain useful clues about whether a student will ultimately solve the problem, and that keystroke-level editing logs provide additional value for early prioritization beyond execution logs alone.

Yasuyo Kofune, Kazumasa Shimari, Kenichi Matsumoto · 0 citations

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