Post Overview

  • Building an AI Agent Server with AG-UI and Microsoft Agent Framework

    In this post, I want to talk about the Python backend I built for an AG-UI demo project. It is part of a larger project that also includes a frontend that uses CopilotKit: This post discusses the Python AG-UI server that is built with Microsoft Agent Framework. All code is on GitHub: https://github.com/gbaeke/agui. Most of Read more

  • Creating presentations with Microsoft Agent Framework and GAMMA API

    Creating presentations with Microsoft Agent Framework and GAMMA API

    Introduction Imagine automating the creation of professional presentations through a coordinated series of intelligent agents. In this blog post, we’ll explore how to build a workflow that combines research, outline generation, content creation, and design, all orchestrated through the Microsoft Agent Framework. We’ll build a practical example that generates presentations using: By the end, you’ll Read more

  • Durable Execution for AI workflows

    Durable Execution for AI workflows

    If you follow me on LinkedIn, you know I have talked about agentic workflows versus agents. Although everybody talks about agents, workflows are often better suited to many tasks. A workflow is more deterministic, is easier to reason about and to troubleshoot. Anthropic also talked about this a while ago in Building Effective Agents. In Read more

  • End-to-end authorization with Entra ID and MCP

    Building an MCP server is really easy. Almost every language and framework has MCP support these days, both from a client and server perspective. For example: FastMCP (Python, Typescript), csharp-sdk and many more! However, in an enterprise scenario where users use a web-based conversational agent that uses tools on an MCP server, those tools might Read more

  • Deploying a multi-agent solution with MCP and A2A to Azure Container Apps

    In previous posts, we discussed multi-agent scenarios, how A2A servers work (here and here) and how to deploy the infrastructure to host a multi-agent application on Azure with Azure Container Apps and AI Foundry. In this post, we will take a look at deploying the different components of the solution as containers in Azure Container Read more

  • Deploying AI Foundry Agents and Azure Container Apps to support an Agent2Agent solution

    Deploying AI Foundry Agents and Azure Container Apps to support an Agent2Agent solution

    In previous posts, I discussed multi-agent solutions and the potential use of Google’s Agent2Agent protocol (A2A). In this post, we will deploy the infrastructure for an end-to-end solution like follows: Here’s a short description of the components. Component Description Foundry Project Basic Foundry project with a private endpoint. The private endpoint ensures private communication between Read more