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Agno turns agents into production software. Build agents in any framework. Run them as a service. Ship to real users. 
from agno.os import AgentOS
from agno.agent import Agent
from agno.db.sqlite import SqliteDb
from agno.tools.workspace import Workspace

agent = Agent(
    name="Agno Agent",
    model="openai:gpt-5.4",
    tools=[Workspace(".",
        allowed=["read", "list", "search"],
        confirm=["write", "edit", "delete", "shell"],
    )],
)

agent_os = AgentOS(
    agents=[agent],
    tracing=True,
    db=SqliteDb(db_file="tmp/agentos.db"),
)
app = agent_os.get_app()
20 lines of code and you have a FastAPI backend with 50+ endpoints, persisted sessions, tracing, scheduling and RBAC. Wrap it in a container and deploy.

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Three layers, one architecture

LayerUse it toWhat it does
SDKBuildDefine agents, teams, and workflows with memory, knowledge, guardrails, and 100+ integrations.
RuntimeRunSecure, stateless FastAPI backend with sessions, scheduling, and interfaces.
Control PlaneManageMonitor and operate your system from the AgentOS UI.

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What AgentOS gives you

  • Production API. 50+ endpoints with SSE and websockets to build your product on.
  • Storage. Store sessions, memory, knowledge, and traces in your database.
  • Context. Navigate live context across Slack, Drive, MCP, and custom sources.
  • Human approval. Pause runs for user confirmation, admin approval, or external execution.
  • Observability. OpenTelemetry tracing, run history, and audit logs out of the box.
  • Security & auth. JWT-based RBAC and multi-user, multi-tenant isolation.
  • Interfaces. Slack, Telegram, WhatsApp, Discord, AG-UI, or roll your own.
  • Scheduling. Cron-based scheduling and background jobs without any external infra.
  • Deploy. Docker, Railway, AWS, GCP. Any container host works.

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Pick a path

Build your first agent

Spin up an agent with memory and tools in 20 lines of code.

Build a real product

Three production templates (Scout, Dash, Coda) you can deploy today.

Understand the runtime

Why AgentOS exists and the work it handles for you.