Every team building agents builds the same system from scratch:Documentation Index
Fetch the complete documentation index at: https://docs.agno.com/llms.txt
Use this file to discover all available pages before exploring further.
- A server to run the agents (batch, streaming, or background mode).
- A database for sessions, runs, traces, and memory.
- Auth and RBAC, validated via JWT on every request.
Managed by coding agents
Everything lives in one place: agent code, logs, traces, evals, and the live service. Claude Code manages the full lifecycle: create an agent, improve it, extend it, and evaluate it.Build it step by step
| Step | What happens |
|---|---|
| Run Locally | Run your agent platform (AgentOS + Postgres) locally using docker. |
| Create an Agent | Use Claude Code to create a new agent. |
| Improve an Agent | Use Claude Code to read container logs and improve an agent. |
| Run on Railway | Run your agent platform on Railway. |
| Run Evals | Lock in behavior with regression tests. |
| Next Steps | Teams, workflows, scheduling, and Slack interfaces. |