AIBullisharXiv – CS AI · 18h ago7/10
🧠
MEnvAgent: Scalable Polyglot Environment Construction for Verifiable Software Engineering
Researchers introduce MEnvAgent, a framework for automatically constructing executable software environments across multiple programming languages, addressing a critical bottleneck in LLM agent training. The system generates verifiable datasets and reduces computational costs by 43%, enabling the creation of MEnvData-SWE, the largest open-source polyglot dataset of Docker environments for software engineering tasks.