Inspiration
Our AI‑powered architecture diagrammer transforms plain‑language system descriptions into polished, production‑ready topology diagrams in seconds. By leveraging Minimax for intelligent task decomposition and Temporal for reliable, stateful orchestration, the tool automates every step—from service extraction to layout—while persisting intermediate results and handling retries. We integrate Wiz’s agentless Cloud Security Posture Management and IaC scanning to automatically detect misconfigurations, map end‑to‑end attack paths on the Wiz Security Graph, and deliver prioritized, AI‑driven remediation guidance—ensuring your designs are both accurate and secure from the very first draft.
How we built it
The SnapCloud pipeline consists of three pillars: (1) a task planner built on MiniMax M1 and a JSON‑rules engine to decompose user prompts into ordered subtasks; (2) diagram synthesis via AWS Bedrock’s multimodal foundation models, which translate those subtasks into a structured JSON diagram spec; and (3) security annotation using Wiz’s IaC scanner and CSPM APIs to surface normalized misconfigurations and attack‑path findings for overlay on the final diagram.
DEMO video: https://drive.google.com/file/d/1lBA0bX9sEkHRQ6li9Qo1OVxS2Yxl5lgE/view?usp=sharing
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