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#software testing Review Oct 2026

OfficeTown: Generative Organizations for Evolving Agent Intelligence

The introduction of OfficeTown, a generative simulation framework for professional organizations in which tasks and their context arise from continuing organizational work, highlights the value of organizational simulation in generating work-grounded data and environments for the continued development of generalist age...

Hong-Chen Wei, Dao-Hong Ying, Zhi-Cong Hong et al. · 0 citations
Open access Oct 2026

TGAR-HB: A Taxonomy-Guided Retrieval Framework for Java Fault Localization via Evolutionary Testing and LLMs

Accurate fault localization plays a critical role in reducing software maintenance costs. Although LLMs exhibit strong code comprehension capabilities, their effectiveness remains limited when applied to large-scale software projects, primarily due to the lack of runtime execution information and insufficient retrieval...

Fei Xu, Chen-Han Wu, Rui Xu · 0 citations

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