Building a Thinking-First Multi-Agent Room (Not Another Fake Agent Demo)

Most multi-agent demos feel the same. They start with a fixed cast: Builder Critic Reviewer Then they run a fixed pipeline, often with web search on every request, and call that “orchestration.”