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ai-generated tests 1continuous integration 1software testing 1static analysis 1test quality assessment 1

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1 paper

cs.SE2026

Beyond Test Presence: Assessing the Quality and Robustness of Agent-Generated Tests in Open-Source Projects

Preet Jhanglani, Zeel Kaushal Desai, Vidhi Kansara +1

The paper evaluates the quality of tests generated by AI coding agents in CI/CD pipelines, comparing them to human-written tests across assertion strength, edge‑case coverage, and…