Microsoft says Agent Framework 1.0 is the production-ready release, with stable APIs and long-term support for both .NET and Python. The framework is presented as a unified successor path that builds ...
Microsoft added a channels system to its Agent Framework for Python, allowing the same agent or workflow to operate through MCP, A2A, OpenAI Responses clients, and Telegram.
LangGraph excels at complex, stateful agent workflows requiring control, checkpoints, and human-in-the-loop processes.OpenAI ...
Most agent tooling is Python-first. LangChain, AutoGen, CrewAI, and LangGraph all target Python. Given that Python is the second-most-popular programming language, the current ecosystem might work ...