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A2A-MCP Agents Workshop

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In this workshop, you’ll build AI agents with xpander.ai and Amazon Bedrock. You’ll create agents that work together to help with coding and development tasks. When finished, you’ll have a GitHub agent in your IDE, two coding agents, and a manager agent that coordinates them. You’ll use these agents to build and submit a sample application.

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What You’ll Learn

This workshop teaches you:
  • When to use A2A for agent communication vs. MCP for tool access
  • How to use Agentic RAG to handle large API responses
  • Converting agents from different frameworks to work together
  • Adding tools to agents and setting up specific behaviors
  • Monitoring agent systems during operation

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Modules

1. First Coding Agent

Create your first developer agent with Amazon Bedrock.

2. Expand Agent Fleet

Add a second developer agent with different capabilities.

3. Build Manager Agent

Create a manager agent to orchestrate your developer agents.

4. Submit Application

Build and submit your application using your agent fleet.

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Prerequisites

You need:
  • AWS account with Amazon Bedrock access
  • xpander.ai account
  • Cursor IDE with MCP support
  • Basic Python knowledge
  • GitHub account
Go to module 1 in order to start the workshop.
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