This episode introduces HyperAgent, a multi-agent system designed to handle a wide range of software engineering tasks. Unlike specialized agents, HyperAgent functions as a generalist, tackling tasks across different programming languages by mimicking human developer workflows. HyperAgent employs four specialized agents—Planner, Navigator, Code Editor, and Executor—which work together asynchronously to manage tasks like code analysis, modification, and execution. The system excels in real-world challenges, outperforming baselines in GitHub issue resolution, code generation, and fault localization.The episode highlights HyperAgent's scalability, performance, and potential to transform software development, making it a valuable tool for developers and researchers.
https://arxiv.org/pdf/2409.16299