Leeroo

Leeroo enables engineers to verify code against official documentation, diagnose training failures like OOM errors or NaN values, and analyze past experiments. It provides ranked next steps for model iteration and generates validated implementation plans based on framework-specific knowledge bases.

Machine learning researchers, data scientists, and model engineers benefit from these capabilities. The platform is designed for practitioners who require grounded, citation-backed analysis of model performance, hyperparameter tuning, and complex debugging tasks within their existing development environments.

Integration requires an environment capable of utilizing Model Context Protocol (MCP) to interface with the Leeroopedia knowledge base. Users must ensure their development environment supports standard protocol connections to access the grounded documentation and framework-specific knowledge repositories provided by the registry.