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· 2023

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cs.SE 1

years

2026 1

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CONDITIONAL 1

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LogicHunter: Testing LLM Agent Frameworks with an Agentic Oracle

cs.SE · 2026-07-07 · conditional · novelty 7.0

LogicHunter combines specification-driven test generation with a ReAct-based agentic oracle to discover 40 previously unknown bugs in LangChain, LlamaIndex, and CrewAI, achieving 91.17% oracle precision.

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  • LogicHunter: Testing LLM Agent Frameworks with an Agentic Oracle cs.SE · 2026-07-07 · conditional · none · ref 7

    LogicHunter combines specification-driven test generation with a ReAct-based agentic oracle to discover 40 previously unknown bugs in LangChain, LlamaIndex, and CrewAI, achieving 91.17% oracle precision.