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Mushahid Intesum

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Book Open access Sep 2026

VibeCheck: Assessing the Quality of LLM-Generated Unit Tests: A Multi-agent Empirical Study across Heterogeneous Repositories

VibeCheck provides a reliability-oriented framework for evaluating LLM-generated tests beyond pass/fail outcomes, and shows a clear execution-adequacy gap: generated tests are often runnable but frequently lack strong assertions and meaningful behavioral coverage.

Anika Tabassum, Mushahid Intesum, Md. Fahim Arefin et al. · 0 citations

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