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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

Tatsuhiro Tsuchiya

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Open access Jul 2026

From noisy feedback to evidence-aware issue specifications: an agent-governed retrieval-augmented generation approach

Results show that AGR achieves strong decision accuracy in triage and evidence verification, and produces more actionable and engineering-useful issue specifications than both raw feedback and a strong LLM baseline, while reducing unsupported details.

Zhiyao Wang, Jialong Li, Xiujing Guo et al. · 0 citations

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