Orchestration

Prerequisite: To understand the context and why we need Multi-Agent systems instead of traditional Microservices, please refer to Comprehensive AI-Native System Architecture. When first approaching GenAI, most developers start by stuffing a massive prompt into a single LLM, hoping it completes the entire task. However, as the system scales, this “Single Monolithic Agent” approach reveals fatal flaws regarding performance, cost, and risk control. That is when we need a Multi-Agent System. ...