https://duynguyenngoc.com/tags/autogen/Recent content in autogen on Duy Nguyen - Data EngineerHugo -- gohugo.ioen-usWed, 12 Aug 2026 00:00:00 +0000https://duynguyenngoc.com/posts/multi-agent-systems-2026/Wed, 12 Aug 2026 00:00:00 +0000https://duynguyenngoc.com/posts/multi-agent-systems-2026/Why Multi-Agent Systems Are the Defining Trend of 2026 The AI landscape is undergoing a fundamental shift. Throughout 2024–2025, we saw the rise of single-agent applications — LLMs wrapped with tools, chaining prompts, and executing tasks one step at a time. In production, those systems hit a wall: one agent struggles with complex, multi-step workflows that need specialization, parallel execution, and coordination. Enter Multi-Agent Systems (MAS). In 2026, the center of gravity is moving from monolithic agents to coordinated teams of specialists — each with a narrow role — that share context, memory, and decisions in real time.