Spec To Agents

Event Planning Multi-Agent System

[](https://codespaces.new/microsoft/spec-to-agents)

A multi-agent event planning workflow built with **[Microsoft Agent Framework](https://github.com/microsoft/agent-framework)** - combining Semantic Kernel's enterprise orchestration with AutoGen's multi-agent patterns.

[!NOTE] **Ignite 2025 Lab**: [LAB513 - Build A2A and MCP Systems Using SWE Agents and Agent Framework](https://github.com/microsoft/ignite25-LAB513-build-a2a-and-mcp-systems-using-swe-agents-and-agent-framework/blob/main/lab/instructions/instructions.md)

🎯 What This Demonstrates

This sample shows you how to build a production-ready multi-agent system with:

• Multi-Agent Orchestration: 5 specialized agents coordinating event planning
• Human-in-the-Loop: Interactive approval and feedback during workflow execution
• Tool Integration: Web search, weather APIs, calendar management, and code interpreter
• Azure Deployment: One-click deployment with Azure Developer CLI (azd)

🏗️ Architecture

Multi-Agent Workflow Design

The system uses a **coordinator-centric star topology** where the Event Coordinator routes tasks to specialized agents and synthesizes their outputs into a comprehensive event plan:


Agent Tools & Capabilities

Each specialist agent has access to domain-specific tools for their area of expertise:


**Tool Integration:**

• Venue Specialist: Web Search (Bing Grounding)
• Budget Analyst: Code Interpreter (Python REPL)
• Catering Coordinator: Web Search (Bing Grounding)
• Logistics Manager: Weather API (Open-Meteo) + Calendar Tools (iCalendar)
• All Agents: MCP Sequential Thinking (Model Context Protocol for co