This paper builds a smart team of AI helpers, called MEnvAgent, that automatically sets up the right computer environments for code projects in many languages.
This survey explains how AI judges are changing from single smart readers (LLM-as-a-Judge) into full-on agents that can plan, use tools, remember, and work in teams (Agent-as-a-Judge).