TDDev automates the full TDD loop for web app generation from requirements, delivering 34-48 percentage point quality gains and zero manual intervention in user studies.
Vision-driven automated mobile GUI testing via multimodal large language model.CoRR, abs/2407.03037
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WebTestPilot symbolizes GUI elements to infer contextual oracles for end-to-end web testing from natural language specs, reporting 99% task completion and 96% precision/recall on a new bug-injected benchmark.
A literature survey that collects and categorizes 124 papers on LLM-based agents for software engineering from SE and agent perspectives.
citing papers explorer
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From Runnable to Shippable: Multi-Agent Test-Driven Development for Generating Full-Stack Web Applications from Requirements
TDDev automates the full TDD loop for web app generation from requirements, delivering 34-48 percentage point quality gains and zero manual intervention in user studies.
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WebTestPilot: Agentic End-to-End Web Testing against Natural Language Specification by Inferring Oracles with Symbolized GUI Elements
WebTestPilot symbolizes GUI elements to infer contextual oracles for end-to-end web testing from natural language specs, reporting 99% task completion and 96% precision/recall on a new bug-injected benchmark.
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Large Language Model-Based Agents for Software Engineering: A Survey
A literature survey that collects and categorizes 124 papers on LLM-based agents for software engineering from SE and agent perspectives.