A Multi-Agent Approach for REST API Testing with Semantic Graphs and LLM-Driven Inputs
As modern web services increasingly rely on REST APIs, their thorough testing has become
crucial. Furthermore, the advent of REST API specifications such as the OpenAPI …
crucial. Furthermore, the advent of REST API specifications such as the OpenAPI …
[HTML][HTML] The IDL tool suite: Specifying and analyzing inter-parameter dependencies in web APIs
Web APIs may include inter-parameter dependencies that limit how input parameters can be
combined to call services correctly. These dependencies are extremely common, appearing …
combined to call services correctly. These dependencies are extremely common, appearing …
Automating a Complete Software Test Process Using LLMs: An Automotive Case Study
Vehicle API testing verifies whether the interactions between a vehicle's internal systems
and external applications meet expectations, ensuring that users can access and control …
and external applications meet expectations, ensuring that users can access and control …
Search+ LLM-based testing for ARM simulators
K Even-Mendoza, HD Menéndez, W Langdon… - 2025 - discovery.ucl.ac.uk
In order to aid quality assurance of large complex hardware architectures, system simulators
have been developed. However, such system simulators do not always accurately mirror …
have been developed. However, such system simulators do not always accurately mirror …
Using LLM for Mining and Testing Constraints in API Testing
Testing Representational State Transfer (REST) APIs is crucial for ensuring the reliability
and performance of APIs, which are essential to modern web services. This testing process …
and performance of APIs, which are essential to modern web services. This testing process …
Search+ LLM-based Testing for ARM Simulators
In order to aid quality assurance of large complex hardware architectures, system simulators
have been developed. However, such system simulators do not always accurately mirror …
have been developed. However, such system simulators do not always accurately mirror …
Disrupting Test Development with AI Assistants
V Joshi, I Band - arxiv preprint arxiv:2411.02328, 2024 - arxiv.org
Recent advancements in large language models, including GPT-4 and its variants, and
Generative AI-assisted coding tools like GitHub Copilot, ChatGPT, and Tabnine, have …
Generative AI-assisted coding tools like GitHub Copilot, ChatGPT, and Tabnine, have …
Disrupting Test Development with AI Assistants: Building the Base of the Test Pyramid with Three AI Coding Assistants
V Joshi, I Band - Authorea Preprints, 2024 - techrxiv.org
Recent advancements in large language models, including GPT-4 and its variants, and
Generative AI-assisted coding tools like GitHub Copilot 1, ChatGPT 2, and Tabnine 3, have …
Generative AI-assisted coding tools like GitHub Copilot 1, ChatGPT 2, and Tabnine 3, have …