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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

Derui Zhu

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Preprint Sep 2026

Merged, Not Measured: An Empirical Study of Performance Issues Fixed by Coding Agents

Coding agents open pull requests (PRs) that claim to speed up software, but studies of human performance fixes say little about how maintainers respond to such a fix or whether its claim holds. From the 71,677 agent PRs of AIDev v4, a text filter and codebook coding by language models and by the authors select 1,262 pe...

Zhen-Yu Qi, Haotang Li, Jin-Fu Chen et al. · 0 citations
Preprint Aug 2026

DepWareTrans: Dependency-Aware Incremental Repository Migration across Co-executable Languages

This paper proposes a dependency-aware incremental migration framework that elevates the unit of translation from individual files to dependency-consistent batches and improves scalability and reliability in repository-level code translation.

Sivajeet Chand, Alexander Pretschner, Steve Haupt et al. · 2 citations

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