> ## Documentation Index
> Fetch the complete documentation index at: https://docs.xpander.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# SWE Agent Workshop

> Build an autonomous software developer that handles GitHub issues, creates pull requests, and integrates with team workflows

<Frame>
  <img src="https://mintcdn.com/xpanderai-099931d1/g6McITA7efa0FP22/images/workshops/swe-agent/first-prompt.png?fit=max&auto=format&n=g6McITA7efa0FP22&q=85&s=fe7929261d3e52c06f1bb160c5769182" alt="SWE Agent Workshop" width="3190" height="2276" data-path="images/workshops/swe-agent/first-prompt.png" />
</Frame>

Build a production-ready autonomous developer using xpander.ai and the Agno framework. Learn multi-agent orchestration, persistent memory management, custom tool integration, and webhook automation.

<Note>
  **Prefer Jupyter Notebooks?** This workshop is also available as an interactive notebook at [github.com/xpander-ai/xpander.ai/blob/main/01-notebooks/swe-agent-workshop.ipynb](https://github.com/xpander-ai/xpander.ai/blob/main/01-notebooks/swe-agent-workshop.ipynb) for those who prefer the notebook experience.
</Note>

## Prerequisites

Before starting, you need:

* GitHub account and personal access token
* Python 3.12+ and Node.js 22+
* Basic understanding of AI agents and APIs
* xpander.ai account (free tier available)

## Workshop Modules

<CardGroup cols={2}>
  <Card title="1. Initial Setup" icon="rocket" href="/Examples/workshops/swe-agent-workshop/01-initial-setup" color="#4A2C99">
    Create and test your SWE agent with Claude Code integration
  </Card>

  <Card title="2. Local Configuration" icon="gear" href="/Examples/workshops/swe-agent-workshop/02-local-configuration" color="#4A2C99">
    Add persistent memory, custom tools, and knowledge bases
  </Card>

  <Card title="3. Slack Integration" icon="slack" href="/Examples/workshops/swe-agent-workshop/03-slack-integration" color="#753CFF">
    Connect your agent to team workflows via Slack
  </Card>

  <Card title="4. GitHub Automation" icon="github" href="/Examples/workshops/swe-agent-workshop/04-github-automation" color="#9B70FF">
    Complete autonomous pipeline for GitHub issue processing
  </Card>
</CardGroup>

## Expected Outcomes

By the end of this workshop, you'll have:

✅ **Multi-agent system** with Claude Code integration\
✅ **Custom tools** and persistent memory\
✅ **Knowledge base** for expert responses\
✅ **Slack collaboration** for team integration\
✅ **GitHub automation** with intelligent webhook filtering

Ready to build your 24/7 AI developer? Start with **Module 1: Initial Setup**.