Ruslan Magana Vsevolodovna • 10/1/2025

Building Multi-Agent Systems with Universal A2A Agent

This technical tutorial demonstrates how to build and deploy multi-agent systems using the universal-a2a-agent Python framework. It covers creating agents that expose multiple HTTP interfaces (A2A, JSON-RPC, OpenAI-compatible), integrating with various LLM providers and orchestration frameworks like LangGraph, and implementing operational features such as health checks and agent discovery. The focus is on a decoupled, vendor-neutral architecture for production-ready agent deployment.

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#Python #Langgraph #Multi Agent Systems