AI赋能的测试用例系统建设研究

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中图分类号：TP311

文献标识码：A 文章编号：2096-4706（2025）23-0121-05

Abstract： With thecontinuous increase inthescale，complexity，andqualityrequirementsof software systems，traditional human-ledsoftware testingmethodsfaceaseriesofchallenges intermsofeffciencycoverage，anddepth.Thedevelopentof Artifcial Intellgence（AI）technologyprovidesnewparadigmsandpossibilitiesforthetransformationandoptimizationof the testing domain.Inordertofurther improvetheeffciencyandqualityofsoftware testing work，thispaperproposesanAI-powered testcasesystemconstructionapproach，focusingonpainpointssuchaslong testcasepreparationtime，inconsistentprepaation depth，and misingtestcasecoverage intestingwork.ThedeepintegrationmodeofAtechnologywithsoftware testingprocess is studied，andthedesignandimplementationshemeofthesystemareanalyzed.Thesystemisapliedtothedailytesting work ofour company.Practiceshows thattheconstruction ofAI-powered testcase system promotes the intellgent managementof the company's testing work and effectively improves research and development efficiency.

Keywords：AI; software testing; test case

0 引言

软件测试是保障软件质量、提升用户体验、确保业务连续性的关键环节。（剩余5135字）