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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

Yu Kang

h-index 6 View on Semantic Scholar

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Jul 2026

DepRepair: LLM-Based Source-Code Repair for Dependency Breaking Changes

DepRepair is proposed, a single-call LLM approach that grounds repair in structured upstream evidence through three components: an evidence filter that distills relevant upstream changes, a usage locator that identifies affected consumer sites, and a subcategory-aware guide that tailors repairs to the breaking-change t...

Shenghao Yang, Bo Lu, Yao Liu et al. · 0 citations
#software testing Preprint Aug 2026

DPIAgent: Divide, Protocol, Isolate for Agentic Reproduction Test Generation

DPIAgent is proposed, a structured agentic framework built on three principles, Divide, Protocol, Isolate (DPI), that mitigates compound-objective ambiguity and goal drift, and shows that architectural structure and backbone capability are complementary axes rather than substitutes, demonstrating DPI's generalizability...

Hao Liu, Steven Liu, Xin Zhang et al. · 0 citations

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