Reproduce “APITestGenie: Generating Web API Tests from Requirements and API Specifications with LLMs” on OpenResearch

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About this paper

André Pereira, Bruno Lima, João Pascoal Faria

APITestGenie generates integration tests by combining a requirement with an OpenAPI specification, retrieving API details, and asking an LLM to produce tests spanning endpoints. Across 25 requirements and three attempts each, 22 had at least one valid script (88.6%), and 52 of 75 scripts were valid (69.3%). Evaluation used ten APIs, eight from one automotive partner, with manual review.

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