As AI agents continue to evolve, Microsoft is bringing more of its agent development capabilities together through the Microsoft Agent Framework.
Agent Framework is an open-source framework for building AI agents and agentic workflows. More importantly, Microsoft positions it as the next generation of Semantic Kernel and AutoGen, bringing concepts from both into a single, unified framework.
What Does It Bring Together?
At a high level, Agent Framework gives developers the building blocks to create agents that can:
- Use tools and external services
- Connect through MCP
- Work with memory and enterprise knowledge through RAG
- Include human-in-the-loop approvals
- Coordinate multiple agents
- Use workflows for more controlled orchestration
One useful bit of Microsoft's guidance is the distinction it draws between agents and workflows:
- Use an agent when the task is open-ended and requires the AI to determine the next steps.
- Use a workflow when the process requires more predictable steps and control.
- And if a normal function can solve the problem — Microsoft recommends simply using the function rather than introducing an AI agent.
Where Does It Fit?
A simple way to map Microsoft's agent-building options:
- Copilot Studio → Low-code agent development
- Microsoft Agent Framework → Code-first agent and workflow development
- Microsoft Foundry → AI platform, models, and services
The boundaries aren't always this clean, but it's a useful starting point for understanding where Agent Framework sits in the picture.
Want to Learn More?
While reading up on Agent Framework, I came across a great free hands-on course from Jamie Maguire, Microsoft MVP in Artificial Intelligence.
Jamie builds an AI personal trainer called Iron Mind AI using C#, progressively introducing function tools, memory, human approvals, MCP, RAG, and other agent capabilities along the way.
Even if you're not a developer, the series is a great way to see how many of the agentic AI concepts we keep hearing about actually come together in practice.
Read here to know more:
- Free C# Course on YouTube: Understanding Microsoft Agent Framework
As agents become a bigger part of the enterprise technology landscape, you don't necessarily need to be building them yourself — but understanding the frameworks and patterns behind them is becoming increasingly useful.

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