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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

Ming-Jie Ma

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2 papers indexed here

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Preprint Aug 2026

Update from Hell: Can Coding Agents Survive Hidden Breakage in Dependency Upgrades?

Modern software systems rely heavily on third-party dependencies, but upgrading those dependencies remains a costly maintenance activity. Dependency upgrades do not always preserve the function signatures, type systems, APIs, or runtime semantics assumed by existing code. Consequently, developers often need to perform...

Zi-Jian Luo, Runzhi He, Pengfei Gao et al. · 0 citations
Preprint Jul 2026

Can Large Language Models Generate Observability-Aware Code?

Recent advances in coding agents have enabled the generation of increasingly complex software systems. While existing evaluations primarily focus on functional correctness, production systems must expose failure evidence to support observability. In this paper, we present a systematic study of observability in agent-ge...

Yongliang Tao, Hongyu Zhang, Pengfei Gao et al. · 0 citations

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