Overview

Build your own Agent Platform using Agno’s AgentOS runtime.

Every company building agents builds the same system from scratch:

• A server to run the agents (batch, streaming, or background mode).
• A database for storing sessions, runs, traces, and memory.
• Auth and RBAC, validated via JWT or service-account tokens.

This system is called an agent platform and today I’ll show you how to build the foundation once so every new agent slots into the same runtime, storage, and connectors.

Built by coding agents

The best part about building an agent platform is that coding agents can build the entire system for you. Agent code, logs, traces, evals, and service configuration live in one place and a coding agent can set up the platform, create, improve, and evaluate the agents running on it.

Choose the template for your deployment target and paste its prompt into Claude Code, Cursor, or Codex. The prompt clones the template, starts it locally, verifies the MCP endpoint, connects the AgentOS UI, and builds your first agent. Run /deploy-platform from the cloned repository when you are ready to deploy.

Railway

Help me set up my agent platform and build my first agent.

Clone https://github.com/agno-agi/agentos-railway into a folder called agent-platform, cd in, and run the setup-platform skill (in .agents/skills/).

See AgentOS on Railway.

Docker

Help me set up my agent platform and build my first agent.

Clone https://github.com/agno-agi/agentos-docker into a folder called agent-platform, cd in, and run the setup-platform skill (in .agents/skills/).

See AgentOS on self-hosted Docker.

AWS

Help me set up my agent platform and build my first agent.

Clone https://github.com/agno-agi/agentos-aws into a folder called agent-platform, cd in, and run the setup-platform skill (in .agents/skills/).

See AgentOS on AWS.

Fly

Help me set up my agent platform and build my first agent.

Clone https://github.com/agno-agi/agentos-fly into a folder called agent-platform, cd in, and run the setup-platform skill (in .agents/skills/).

See AgentOS on Fly.io.

GCP

Help me set up my agent platform and build my first agent.

Clone https://github.com/agno-agi/agentos-gcp into a folder called agent-platform, cd in, and run the setup-platform skill (in .agents/skills/).

See AgentOS on Google Cloud Run.

Kubernetes

Help me set up my agent platform and build my first agent.

Clone https://github.com/agno-agi/agentos-helm into a folder called agent-platform, cd in, and run the setup-platform skill (in .agents/skills/).

See AgentOS on Kubernetes.

Azure

Help me set up my agent platform and build my first agent.

Clone https://github.com/agno-agi/agentos-azure into a folder called agent-platform, cd in, and run the setup-platform skill (in .agents/skills/).

See AgentOS on Azure Container Apps.

Render

Help me set up my agent platform and build my first agent.

Clone https://github.com/agno-agi/agentos-render into a folder called agent-platform, cd in, and run the setup-platform skill (in .agents/skills/).

See AgentOS on Render.

Modal

Help me set up my agent platform and build my first agent.

Clone https://github.com/agno-agi/agentos-modal into a folder called agent-platform, cd in, and run the setup-platform skill (in .agents/skills/).

See AgentOS on Modal.

Build it step by step

It’s true that we only learn when we build things ourselves, the old-fashioned way. So the rest of this guide builds the same platform by hand. We’ll use the AgentOS on Railway template as our starting point, but you can swap it for your cloud provider just as easily.

Step	What happens
Run Locally	Run your agent platform (AgentOS + Postgres) locally using Docker.
Create an Agent	Create a new agent with Claude Code.
Improve an Agent	Use Claude Code to read container logs and improve an agent.
Run on Railway	Deploy the platform to Railway with JWT auth on.
Evals	Lock in behavior with regression tests.
Next Steps	Teams, workflows, scheduling, and Slack interfaces.