agno

Why we included this project

Agno is a Python framework that spans the full arc of an agent project, from a quick prototype to a platform you actually run in production. You define agents, teams, and workflows in a few lines of code, then serve them over a REST API with SSE and websockets, keep sessions and traces in your own Postgres, and manage everything from a web UI. That pairing of a lightweight authoring layer with a real runtime is what separates it from frameworks that stop at orchestration. Teams that want to keep control of their stack get JWT-based RBAC, multi-tenant isolation, human-approval gates, and OpenTelemetry tracing, along with more than 100 pre-built toolkits for services like GitHub and Slack. It works whether you are prototyping a first agent in 20 lines of code or shipping a multi-agent system that needs scheduling and observability, with deployment across Docker, AWS, or GCP.