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Michael Coblenz

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#software testing Book Open access Oct 2026

SPINACH: Inferring Properties of Web Applications for Property-Based Testing

The paper asks whether high-level conceptual specifications improve LLM-generated PBT quality and whether they help developers extend and maintain AI-generated systems (RQ2), and reports preliminary results applying Spinach to two open-source applications.

Savitha Ravi, Michael Coblenz · 0 citations

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