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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

Kaitao Lin

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Book Open access Jul 2026

Beyond Maintenance: A Benchmark and Multi-Agent Framework for Repository-Usage Code Generation

RUCACoder is proposed, a closed-loop multi-agent framework with a Retriever for hierarchical repository exploration, a Verifier for reranking and validation, and a Coder for feedback-driven script synthesis that consistently outperforms strong retrieval and generation baselines.

Kaitao Lin, Songwen Gong, Adam Jatowt et al. · 1 citation

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