Building a Production Multi-Agent Content Pipeline With N8N and OpenRouter: Five Agents, Five…

Building a Production Multi-Agent Content Pipeline With N8N and OpenRouter: Five Agents, Five Lessons Multi-agent systems break in interesting ways. After running 100,000 words through five chained LLM agents, here is what I wish someone had told me. Multi-agent AI systems are everywhere right now, but most of what gets written about them is conceptual. Diagrams of agents handing off to other agents. Toy s that work once on a clean input. Architectures that look elegant on slides and fall apart the moment you point them at production traffic.