Collaborative AI research‑fabrication OS: a swarm‑based platform where specialized agents (routed across local and cloud models) cooperate to decompose, research and synthesize complex tasks while orchestrating 3D‑printing, CNC and workshop ops. Features dynamic model routing, hierarchical research synthesis, agent registries and slot management.