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┌────────────────────┐
│ MariaDB │
│ inventory/history │
│ jobs/model results │
└─────────┬──────────┘
┌─────────────────┐ ┌───────────▼───────────┐
│ PT Proxmox │────────▶│ Topology Reconciler │
│ inventory/API │ │ desired vs actual │
└─────────────────┘ └───────────┬───────────┘
│ proxmoxer
┌─────────▼──────────┐
│ DT Proxmox │
│ clone/config/start │
└────────────────────┘
PT/DT VyOS commit events
┌────────────────────────┐
│ Config Sync Coordinator│
│ retrieve/sanitize/diff │
│ snapshot/apply/verify │
└────────────────────────┘
DT SUPERSPINE sFlow
│ UDP/6343
┌────────────────────────┐
│ sFlow Collector │
│ parse + time buckets │
│ feature vectors │
└────────────┬───────────┘
┌─────────────────────────────────┐
│ Inference Service │
│ LSTM / ARIMA / Isolation Forest │
└────────────┬────────────────────┘
┌────────────────────────┐
│ Decision Engine │
│ correlate/vote/policy │
│ propose ACL action │
└────────────────────────┘