SWE Agent Workshop
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.
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 for those who prefer the notebook experience.

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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)

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Workshop Modules

1. Initial Setup

Create and test your SWE agent with Claude Code integration

2. Local Configuration

Add persistent memory, custom tools, and knowledge bases

3. Slack Integration

Connect your agent to team workflows via Slack

4. GitHub Automation

Complete autonomous pipeline for GitHub issue processing

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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.