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.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
Key Features
Production-Ready Architecture
Agno runs in your infrastructure, not ours:- Stateless, horizontally scalable runtime - Scale to handle millions of users
- Per-user and per-session isolation - Each user gets their own isolated context
- 50+ APIs and background execution - REST, WebSocket, scheduled tasks, and more
- Native tracing and full auditability - Every action is logged and traceable
- Your data, your rules - Sessions, memory, knowledge, and traces stored in your database
Built for the New Software Paradigm
Agentic software introduces three fundamental shifts:1. A New Interaction Model
Traditional software receives a request and returns a response. Agents stream reasoning, tool calls, and results in real time. They can pause mid-execution, wait for approval, and resume later. Agno treats streaming and long-running execution as first-class behavior.2. A New Governance Model
Traditional systems execute predefined decision logic. Agents choose actions dynamically. Some actions are low risk. Some require user approval. Some require administrative authority. Agno lets you define who decides what as part of the agent definition:- Approval workflows
- Human-in-the-loop
- Audit logs
- Enforcement at runtime
3. A New Trust Model
Traditional systems are designed to be predictable. Every execution path is defined in advance. Agents introduce probabilistic reasoning into the execution path. Agno builds trust into the engine itself:- Guardrails run as part of execution
- Evaluations integrate into the agent loop
- Traces and audit logs are first-class
What You Can Build
Agno powers real agentic systems built from the same primitives: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 knowledge
Gcode
A post-IDE coding agent that improves over time
Investment Team
A multi-agent investment committee that debates and allocates capital
Who Should Use Agno?
For Developers
If you’re building agentic applications, Agno provides:- A complete framework with batteries included
- Production-ready infrastructure out of the box
- 100+ integrations with LLM providers, tools, and databases
- Real working examples in the cookbook
For Teams
If you’re shipping agentic software to production, Agno gives you:- Horizontally scalable architecture
- Multi-tenancy with per-user isolation
- Full observability and audit logs
- Control over data and governance
For Enterprises
If you need enterprise-grade agentic systems, Agno offers:- Self-hosted deployment
- Fine-grained access controls
- Approval workflows and compliance
- Integration with existing infrastructure
Next Steps
Quickstart
Build and run your first agent in under 5 minutes
Installation
Install Agno and set up your environment
Core Concepts
Understand the fundamental building blocks
Cookbook
Explore working examples and patterns