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Unlocking the Power of Multi-Agent Solutions with the Microsoft Agentic Framework

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December 2025

The Microsoft Agentic Framework is rapidly emerging as a cornerstone for developers, architects, and technology leaders seeking to build dynamic, intelligent systems powered by multiple collaborating agents. In an era where automation, distributed intelligence, and adaptive software are increasingly vital, this framework offers robust tools and features to accelerate the design and deployment of agent-based solutions.

- Dr magesh Kasthuri

Unlocking the Power of Multi-Agent Solutions with the Microsoft Agentic Framework

What is the Microsoft Agentic Framework?

The Microsoft Agentic Framework (MAF) is an SDK and governance model for building systems composed of cooperating software agents. Each agent perceives context, plans action, invokes tools, and exchanges messages with peers to complete tasks. At its core, the Microsoft Agentic Framework is a set of libraries, APIs, and runtime components designed to simplify the creation and orchestration of software agents. These agents are autonomous entities capable of perceiving their environment, making decisions, and cooperating with other agents to achieve complex objectives. The framework abstracts much of the complexity involved in communication, state management, and coordination, enabling developers to focus on business logic and system goals.

Its key concepts are:

  • Agent: A bounded unit with role, capabilities, memory, and objectives.

Capability (Tool): A callable function or external service an agent can use.

Message: Typed payload with headers for identity, causality, and policy decisions.

Policy: Declarative rules that allow, transform, redact, or block actions.

Plan: A structured decomposition of a goal into steps with dependencies.

Memory: Context cache (short-term) and knowledge retrieval (long-term).

Orchestration: Assignment, routing, and synchronisation across agents.

Evaluation: Offline tests and online telemetry used to score quality, safety, and cost.

New features of the Microsoft Agentic Framework

The latest release of the Microsoft Agentic Framework introduces several enhancements aimed at improving scalability, intelligence, and developer productivity. Here are the most notable new features.

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