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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

Hailong Yang

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Jul 2026

Can LLMs Really Recover Microservice Failures? A Recovery-Aware Evaluation of Diagnosis-to-Action Reasoning

R2Act, a recovery-action evaluation framework for post-diagnosis incident response, provides a reproducible, simplified starting point for research and evaluation and reveals that many recovery failures arise not from missing diagnostic knowledge, but from the difficulty of translating diagnostic evidence into valid recovery actions and admissible targets.

Jiaxing Qi, Zhongzhi Luan, Hongyu Zhang et al. · 0 citations

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