A2A Protocol: System Design for Multi-Agent Architecture
Why do most multi-agent AI systems fail in production? Learn how the A2A (Agent-to-Agent) Protocol works with the help of a complete architecture walkthrough.
The One AI Architect
Model Context Protocol
3 stories
How to build Model Context Protocol (MCP) servers using raw python code
Model Context Protocol (MCP) promises to simplify how AI Agents interact with tools. But what actually changes when you use it in a real system? In this video, I take an existing multi-agent security application built with Red, Blue, and Judge agents, and refactor it using FastMCP in Python.
The One AI Architect
How AI Agents Use Tools (Function Calling explained)
Most people think LLMs are just for chatting, but tool calling turns them into agents that can actually do work. Function calling is the "bridge" that allows AI agents in Generative AI to move beyond simple chat and actually perform actions in the real world.
The One AI Architect
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