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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

Zhiyu Fan

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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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