Building SIBYL SYSTEM with Qwen Cloud — an engineer’s journey
Short summary: SIBYL SYSTEM is a modular multi‑agent platform that helps welfare and public‑safety teams triage, track, and act on cases with explainable AI, persistent memory, and human‑in‑the‑loop checkpoints. This post documents why we built it, how we integrated Qwen Cloud into the stack, the architecture we shipped for the hackathon, and the lessons we learned along the way.
Why we built SIBYL SYSTEM
Public‑service workflows are often fragmented: multiple teams, slow handoffs, and limited context when a case is escalated. We wanted an agent‑first system that:
Remembers relevant case history across sessions without exposing sensitive data.
