Revolutionary AI System HyperAgent by FPT Software Solves Software Engineering Tasks at Unprecedented Scale and Performance Levels
Recent advancements in software engineering have seen the rise of Large Language Models (LLMs) that have demonstrated exceptional capabilities in various coding tasks . While there has been a focus on autonomous software agents based on LLMs for specific Software Engineering (SE) tasks, researchers from FPT Software AI Center, Viet Nam, have introduced HyperAgent, a generalist multi-agent system designed to address a wide spectrum of SE tasks across different programming languages. HyperAgent consists of four specialized agents—Planner, Navigator, Code Editor, and Executor—that manage the full lifecycle of SE tasks. Through extensive evaluations, HyperAgent has shown competitive performance across diverse SE tasks: GitHub issue resolution: With success rates of 25.01% on SWE-Bench-Lite and 31.40% on SWE-Bench-Verified. Code generation at repository scale (RepoExec): Demonstrating 53.3% accuracy when navigating through codebases and retrieving correct context. Faul...