2026
MEnvAgent: Scalable Polyglot Environment Construction for Verifiable Software Engineering
ICML 2026spotlight
The evolution of Large Language Model (LLM) agents for software engineering (SWE) is constrained by the scarcity of verifiable datasets, a bottleneck stemming from the complexity of constructing executable environments across diverse languages. To address this, we introduce **MEnvAgent**, a **M**ult…