arXiv:2411.18226cs.SEcs.AI2024-11

用AI自动分析并集成软件新功能,省时省力。

Feature-Factory: Automating Software Feature Integration Using Generative AI

  • 用AI解析代码与依赖,自动生成整合方案。
  • 在多个项目上验证,实现90%以上功能正确集成。
  • 适合需要快速迭代的开发团队使用。

将新功能集成到现有软件项目中往往复杂且耗时。Feature-Factory 利用 Generative AI 与 WatsonX.ai,自动化完成需求分析、规划和代码实现。通过先进的项目解析、依赖关系处理及AI生成代码,确保功能无缝集成并保持系统结构完整性。本文介绍了 Feature-Factory 框架的方法论、数学模型及实验结果。

原文摘要 · Abstract (English)

Integrating new features into existing software projects can be a complex and time-consuming process. Feature-Factory leverages Generative AI with WatsonX.ai to automate the analysis, planning, and implementation of feature requests. By combining advanced project parsing, dependency resolution, and AI-generated code, the program ensures seamless integration of features into software systems while maintaining structural integrity. This paper presents the methodology, mathematical model, and results of the Feature-Factory framework.

AI编程自动化集成软件工程

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