Repo2Run is an innovative LLM-based agent that fully automates Docker environment configuration for software repositories, eliminating manual setup and reducing development time.

• Transforms complex code repositories into ready-to-run Docker environments
• Implements reliable error handling and recovery mechanisms for configuration challenges
• Utilizes Docker for consistent, isolated development environments
• Eliminates the time-consuming configuration process that typically burdens developers

For engineering teams, this research represents a significant advancement in DevOps automation, potentially saving countless hours spent on environment setup while reducing configuration errors and improving developer productivity.

An LLM-based Agent for Reliable Docker Environment Configuration