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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

Marco Túlio Valente

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Preprint Aug 2026

Understanding the Architecture of Coding Agents: An Exploratory Study Using a Research Prototype

This paper presents Ark (Agent Research Kit), a minimal open-source coding agent designed for research and education that preserves the essential architectural mechanisms of modern coding agents while emphasizing simplicity and clarity, and introduces ArkBench, a lightweight benchmark comprising ten representative software maintenance and evolution tasks.

Marco Túlio Valente · 0 citations
Open access Aug 2026

Property-based testing in Python: empirical insights

These findings provide the largest empirical characterization of PBT in Python to date, highlight developers’ difficulties in adopting the technique, and expose limitations of current tool support.

Isadora de Oliveira, Arthur Lisboa Corgozinho, Henrique Rocha et al. · 0 citations

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