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Building Multi-Agent Systems: Practical Tutorial for 2026 Introduction Multi-Agent Systems (MAS) are becoming one of the most powerful architectures in modern AI. In 2026, they are widely used in automation, trading bots, robotics, distributed AI, smart cities, and enterprise AI systems. Instead of relying on one large AI model, multi-agent systems use multiple intelligent agents that collaborate, compete, or coordinate to solve complex problems. This tutorial explains how to build multi-agent systems from scratch in a practical and beginner-friendly way. What is a Multi-Agent System? A Multi-Agent System (MAS) consists of multiple autonomous AI agents that: Perceive the environment Make decisions independently Communicate with other agents Work toward shared or individual goals Each agent has its own role, memory, and reasoning capability. Experts from IBM, Google Cloud, Gartner, Deloitte, and others are calling 2026 the "year of multi-agent systems" and "multi-agent o...