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Microsoft Agent Framework: Build and Orchestrate Multi-Agent AI Workflows in Python and .NET

Microsoft Agent Framework is an open-source library for building, coordinating, and deploying AI agents that can work together in complex pipelines — available for both Python and .NET developers. It supports graph-based workflows where multiple specialized agents hand off tasks to each other, with built-in features like checkpointing, human-in-the-loop approval steps, and a visual DevUI for debugging. Business owners can use it to automate multi-step processes like customer support escalation, document processing pipelines, or internal research workflows without stitching together separate tools.

Top AI Agent Frameworks Ranked by GitHub Stars (2026)

This entry benchmarks the most popular AI agent frameworks in 2026 by GitHub community adoption, comparing LangChain (106k+ stars), Langflow (54.9k+), AutoGen (43.1k+), and CrewAI (44.3k+) alongside newer entrants like OpenAI Agents SDK and Google ADK. It highlights key architectural differences—stateful graphs, role-based agents, RAG pipelines, and multi-agent orchestration—so you can match a framework to your actual use case. Microsoft is consolidating AutoGen and Semantic Kernel into a unified Agent Framework targeting GA in Q1 2026, signaling major enterprise adoption momentum.

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