Introduction

Build, run, and manage agentic software at scale.

What is Agno

Agno is the runtime for agentic software. Build agents, teams, and workflows. Run them as scalable services. Monitor and manage them in production.

Layer	What it does
Framework	Build agents, teams, and workflows with memory, knowledge, guardrails, and 100+ integrations.
Runtime	Serve your system in production with a stateless, session-scoped FastAPI backend.
Control Plane	Test, monitor, and manage your system using the AgentOS UI.

What You Can Build

Agno powers real agentic systems built from the same primitives above.

• Pal → A personal agent that learns your preferences.
• Dash → A self-learning data agent grounded in six layers of context.
• Scout → A self-learning context agent that manages enterprise context knowledge.
• Gcode → A post-IDE coding agent that improves over time.
• Investment Team → A multi-agent investment committee that debates and allocates capital.

Single agents. Coordinated teams. Structured workflows. All built on one architecture.

Start Building

Agno is designed to scale with you.

• Quickstart → Build your first agent with memory, knowledge, and tools.
• Agents → Build intelligent programs that reason, use tools, and take action.
• Teams → Coordinate multiple agents to collaborate and reach decisions.
• Workflows → Orchestrate deterministic and agentic steps into structured systems.
• AgentOS → Deploy, govern, and operate agents in production.

Start small with a single agent. Or build distributed, governed multi-agent systems from day one.

Built for Production

Agno runs in your infrastructure, not ours.

• Stateless, horizontally scalable runtime.
• 50+ APIs and background execution.
• Per-user and per-session isolation.
• Runtime approval enforcement.
• Native tracing and full auditability.
• Sessions, memory, knowledge, and traces stored in your database.

You own the system. You own the data. You define the rules.