AgileCoder: Dynamic Collaborative Agents for Software Development based
  on Agile Methodology
Authors: name: Minh Huynh Nguyen, name: Thang Phan Chau, name: Phong X. Nguyen, name: Nghi D. Q. Bui

Software agents have emerged as promising tools for addressing complex
software engineering tasks. However, existing works oversimplify software
development workflows by following the waterfall model. Thus, we propose
AgileCoder, a multi-agent system that integrates Agile Methodology (AM) into
the framework. This system assigns specific AM roles such as Product Manager,
Developer, and Tester to different agents, who then collaboratively develop
software based on user inputs. AgileCoder enhances development efficiency by
organizing work into sprints, focusing on incrementally developing software
through sprints. Additionally, we introduce Dynamic Code Graph Generator, a
module that creates a Code Dependency Graph dynamically as updates are made to
the codebase. This allows agents to better comprehend the codebase, leading to
more precise code generation and modifications throughout the software
development process. AgileCoder surpasses existing benchmarks, like ChatDev and
MetaGPT, establishing a new standard and showcasing the capabilities of
multi-agent systems in advanced software engineering environments. Our source
code can be found at https://github.com/FSoft-AI4Code/AgileCoder.