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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

Mario Linares-Vásquez

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Book Open access Oct 2026

Spec-Graph Meta-framework for AI-Assisted Software Development: An Industry Case

AI-assisted software development increasingly relies on large lan- guage models to transform natural-language specifications into code. However, in most current workflows, specifications are treated as inline prompt content, limiting their structure, reuse, and trace- ability across development tasks. This paper introd...

Daniel Soto, D. A. González-Rueda, Mario Linares-Vásquez et al. · 0 citations
#large language models Jul 2026

Large Language Models for Code Generation from Multilingual Prompts: A Curated Benchmark and a Study on Code Quality

The results show that English prompts do not consistently produce the best functional correctness or code quality, the impact of prompt language depends on both the programming language and the LLM, and generated code frequently mixes English with the prompt language in comments and string literals.

Saima Afrin, Alessandro Midolo, C. Escobar-Velasquez et al. · 0 citations

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