RestTSLLM combines Test Specification Language with few-shot prompting to generate REST API integration tests, and a comparative study finds Claude 3.5 Sonnet the best among eight LLMs.
Testing RESTful APIs: A Survey
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In industry, RESTful APIs are widely used to build modern Cloud Applications. Testing them is challenging, because not only they rely on network communications, but also they deal with external services like databases. Therefore, there has been a large amount of research sprout in recent years on how to automatically verify this kind of web services. In this paper, we review the current state-of-the-art on testing RESTful APIs, based on an analysis of 92 scientific articles. This review categories and summarizes the existing scientific work on this topic, and discusses the current challenges in the verification of RESTful APIs.
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Combining TSL and LLM to Automate REST API Testing: A Comparative Study
RestTSLLM combines Test Specification Language with few-shot prompting to generate REST API integration tests, and a comparative study finds Claude 3.5 Sonnet the best among eight LLMs.