About this resource
Agno helps teams build, run, and manage agent platforms. Use it when the hard part is not one model call, but running agents as services with sessions, memory, tool access, tracing, scheduling, RBAC, audit logs, and human approval paths.
Capabilities
- AgentOS runtime and control plane
- Sessions, memory, storage, traces, and audit logs
- Human approval, RBAC, scheduling, and tool integrations
Use cases
- Product copilots
- Internal agent services
- Multi-agent workflows with review and traceability
Getting started
- Start with one low-risk service
- Keep tools narrow until run history is visible
- Treat the control plane as the adoption proof, not decoration
Strengths
- Makes operational state visible
- Supports owned storage for sessions, memory, knowledge, and traces
- Strong fit for teams that need approval and audit surfaces
Considerations
- It is more platform-shaped than a minimal agent SDK
- Teams should verify storage, auth, telemetry, and approval settings before production use
- Simple one-off assistants may not need the AgentOS control plane
Questions
How is Agno different from a simple agent SDK?
The strongest fit is the runtime and control-plane layer around agents: sessions, traces, storage, scheduling, RBAC, audit logs, and approvals.
Is Agno only for greenfield products?
No. It can help when an existing team wants to wrap agents with clearer service, storage, and review boundaries.