M.A.D.E.
Multi-Agent Data Engine — Expo Winner 2026
An autonomous multi-agent data engine orchestrated with LangGraph, where agents self-heal through reflection loops and every generated step is audited in real time by an AST-based security pass. FAISS powers retrieval, Human-in-the-Loop guardrails keep the pipeline accountable, and a React Control Center makes the whole system observable.