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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

Wenpin Jiao

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Preprint Aug 2026

An Interactive Agent for Requirement-Driven Candidate Sourcing

This work argues that finding people from a natural-language description is fundamentally a requirements engineering task: such a request is an under-determined requirement with implicit constraints, many valid answers, and no acceptance criterion, so useful answers require eliciting, validating, and verifying the requ...

Yuan-Peng He, Fang-Chen Li, Xiang-Yu Ru et al. · 0 citations
Preprint Aug 2026

PRAXIS: Graph-Grounded Tacit Knowledge for Domain Code Generation

PRAXIS is a framework that enables agents to systematically extract, represent, and reuse tacit knowledge for domain code generation and outperforms state-of-the-art agents equipped with powerful agentic search capabilities, as well as experience-based and skill-based methods.

Xue Jiang, Tianyue H. Zhang, Ling-Wei Wu et al. · 0 citations

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