CatalogHack in a DayMulti-Agent Custom Automation Engine
Hack in a Day

Multi-Agent Custom Automation Engine

This is a hands-on, intelligent automation learning experience designed to help enterprises streamline complex, multi-step business operations using AI-driven agents.

level
Intermediate
duration
6 hours
solution area
Cloud and AI Platform

One day, guided

A single facilitated day. Every challenge validates automatically, so the room self-paces and the leaderboard settles itself. No jury needed.

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Solution play

Innovate with Azure AI Apps and Agents

Overview

The lab guides participants through designing a multi-agent automation engine with Azure OpenAI and Semantic Kernel, where specialized agents such as extraction, validation, communication, and reporting agents collaborate autonomously. Agents are deployed as containerized microservices via Azure Container Apps and communicate through Azure Cosmos DB, enabling shared messaging and state management. A central orchestrator manages task routing, response validation, retries, and cross-agent coordination.

What participants work through

  • Learning multi-agent design patterns and orchestration logic
  • Building autonomous workflows using Semantic Kernel planners and skills
  • Deploying containerized AI agents with Azure Container Apps and ACR
  • Enabling shared memory, messaging, and context via Cosmos DB
  • Implementing AI-driven task routing, validation, and error recovery

Technology stack

Microsoft FoundrySemantic KernelAzure OpenAICosmos DB

Run this with your teams

Environments, coaching, judging and reporting, all handled.

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