Metaflow: Streamlining AI/ML System Development

2025-07-17
Metaflow: Streamlining AI/ML System Development

Metaflow, a human-centric framework, empowers scientists and engineers to build and manage real-world AI/ML systems. Scaling to teams of all sizes, it streamlines the entire development lifecycle, from rapid prototyping in notebooks to reliable production deployments. Originally from Netflix and now backed by Outerbounds, Metaflow boosts productivity across diverse projects, from classical statistics to deep learning. Used by thousands at companies like Amazon and Doordash, it unifies code, data, and compute for seamless management. Its simple Python API supports local prototyping, cloud scaling, dependency management, and one-click production deployment.

Development