> ## Documentation Index
> Fetch the complete documentation index at: https://agno-v2-update-deprecated-models.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# 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](https://os.agno.com).            |

## What You Can Build

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

* [**Pal →**](https://github.com/agno-agi/pal) A personal agent that learns your preferences.
* [**Dash →**](https://github.com/agno-agi/dash) A self-learning data agent grounded in six layers of context.
* [**Scout →**](https://github.com/agno-agi/scout) A self-learning context agent that manages enterprise context knowledge.
* [**Gcode →**](https://github.com/agno-agi/gcode) A post-IDE coding agent that improves over time.
* [**Investment Team →**](https://github.com/agno-agi/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 →](/first-agent)** Build your first agent with memory, knowledge, and tools.
* **[Agents →](/agents/overview)** Build intelligent programs that reason, use tools, and take action.
* **[Teams →](/teams/overview)** Coordinate multiple agents to collaborate and reach decisions.
* **[Workflows →](/workflows/overview)** Orchestrate deterministic and agentic steps into structured systems.
* **[AgentOS →](/agent-os/introduction)** 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.