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Agentic AI: The Future of Intelligent Systems

Episode 38: Decoding Agentic AI: Comparing the Frameworks Powering Autonomous Systems

30 Mar 2025

Description

In this episode, we take a deep dive into the evolving landscape of agentic AI frameworks—essential tools for building intelligent, autonomous, and collaborative systems. Joined by two AI collaborators, we evaluate leading frameworks such as AutoGen, LangGraph, CrewAI, and Haystack, and explore rising contenders like PydanticAI and Lagent.From architecture and extensibility to security and real-world use cases, we unpack what makes each framework unique and how to choose the right one for your agentic AI journey—whether you're prototyping a solo agent or orchestrating complex multi-agent workflows in production.A must-listen for developers, architects, and AI strategists navigating the agentic era.

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