| Layer | Responsibility |
|---|---|
| SDK | The primitives you think in. Agents, teams, workflows, memory layers, knowledge stores, tools, guardrails, approval flows |
| Engine | The execution loop. Model calls, tool orchestration, structured outputs, context management, runtime checks, evaluation hooks |
| AgentOS | The production runtime. Streaming APIs, authentication, request isolation, approval enforcement, background execution, native tracing, and a control plane to manage everything |
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.
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.
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.
Agentic software requires a new architecture. Agno is the language for building it.
