This blog post dives into Multi-Agent Systems (MAS) and explains how to build a basic deep research workflow in Langflow and explains when to prefer them over single-agent systems. We also explore how Langflow particularly shines here, enabling rapid iteration and cherry picking the best models per specialized agentic task.