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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

Minghui Long

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Jul 2026

LogicHunter: Testing LLM Agent Frameworks with an Agentic Oracle

Large Language Model (LLM) agent frameworks such as LangChain, LlamaIndex, and CrewAI have become critical infrastructure powering production AI systems, yet they remain severely under-tested due to fundamental challenges in automated testing. Unlike traditional software, where crashes serve as reliable oracles, defect...

Minghui Long, Yan-Jie Zhao, Hao-Yu Wang · 1 citation

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