An Autonomous Multi-Agent LLM Framework for Agile Software Development

Manish, Sanwal (2024) An Autonomous Multi-Agent LLM Framework for Agile Software Development. International Journal of Trend in Scientific Research and Development, 8 (5). pp. 892-898. ISSN 2456-6470

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Abstract

This paper presents a novel approach to simulating the Agile software development process using a multi-agent system based on large language models (LLMs). The system autonomously handles a complete software development pipeline, from user story creation and task planning to code generation, review, and pull request creation. Through collaboration among specialized agents, each performing a distinct role in the Agile lifecycle, the system demonstrates the ability to autonomously complete low to medium-complexity software tasks with minimal human intervention. We evaluate the system’s performance across various tasks and provide insights into its limitations and future potential in augmenting real-world software development teams.

Item Type:	Article
Subjects:	Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Divisions:	Postgraduate > Master's of Islamic Education
Depositing User:	Journal Editor
Date Deposited:	18 Nov 2024 12:22
Last Modified:	18 Nov 2024 12:22
URI:	http://eprints.umsida.ac.id/id/eprint/14618

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