> ## 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.

# Templates

> Agent platforms and pre-built apps. Clone, deploy, and iterate with coding agents.

Clone a template, deploy to your cloud, and use coding agents like Claude Code to build and improve agents on top.

## Agent Platforms

Infrastructure starters for building your own agents. Pick where you want to run, then add your agents on top.

<CardGroup cols={3}>
  <Card title="Docker" icon="docker" href="/deploy/templates/docker/deploy">
    Run locally or self-host anywhere Docker runs.
  </Card>

  <Card title="Railway" icon="train" href="/deploy/templates/railway/deploy">
    One-click cloud deployment. Best for getting started.
  </Card>

  <Card title="AWS" icon="aws" href="/deploy/templates/aws/deploy">
    Full control with infrastructure-as-code.
  </Card>
</CardGroup>

| Platform | Best for                             | You manage             | Cost      |
| -------- | ------------------------------------ | ---------------------- | --------- |
| Docker   | Local dev, self-hosted production    | Everything             | Free      |
| Railway  | Fast cloud deployment, small teams   | Just code              | \~\$20/mo |
| AWS      | Enterprise deployments, full control | Infrastructure-as-code | \~\$75/mo |

## Apps

Pre-built agent systems with self-learning, context retrieval, and production infrastructure already wired up. Clone the repo, configure your data sources, and you're running.

<CardGroup cols={2}>
  <Card title="Dash" icon="chart-mixed" href="/deploy/templates/dash/overview">
    **Self-learning data agent.** Connects to your databases, learns your schema, improves with every query.
  </Card>

  <Card title="Scout" icon="radar" href="/deploy/templates/scout/overview">
    **Company intelligence agent.** Navigates Slack, Drive, and wikis to answer questions.
  </Card>

  <Card title="Coda" icon="code-branch" href="/deploy/templates/coda/overview">
    **Code companion.** PR reviews, issue triage, architecture questions. Lives in Slack.
  </Card>

  <Card title="PAL" icon="brain" href="/deploy/templates/pal/overview">
    **Personal agent that learns.** Knowledge base, wiki, and structured data that compounds.
  </Card>

  <Card title="Gcode" icon="code" href="/deploy/templates/gcode/overview">
    **Self-improving coding agent.** Persistent workspace, git-based isolation, full audit trail.
  </Card>
</CardGroup>

## What's Included

Each app ships with capabilities that typically take weeks to build:

| Capability                    | What It Does                                                                          |
| ----------------------------- | ------------------------------------------------------------------------------------- |
| **Self-learning**             | Agent improves from feedback. Every conversation makes the next one better.           |
| **Context retrieval**         | RAG, knowledge graphs, multi-source navigation. Grounded answers, not hallucinations. |
| **Production infrastructure** | PostgreSQL, pgvector, webhook endpoints. Deploy to Docker, Railway, or AWS.           |
| **Interfaces**                | Slack, Telegram, WhatsApp ready. Add more with a few lines of config.                 |

## Improving Your Agents

Each app includes tools for iterating on agent quality:

| App   | Improvement Tools                                      |
| ----- | ------------------------------------------------------ |
| Dash  | Automated improvement loop (`python -m evals improve`) |
| Scout | Probe library with `/loop` support                     |
| Coda  | Eval suite for routing and synthesis                   |
| PAL   | Smoke tests and behavioral evals                       |
| Gcode | LearningMachine for persistent context                 |