kdit-architecture
Pass
Audited by Gen Agent Trust Hub on Apr 22, 2026
Risk Level: SAFE
Full Analysis
- [SAFE]: The documentation describes a robust architecture for AI model inference with a focus on modularity and security boundaries.
- [SAFE]: Data flow is strictly controlled through the PinHub sandbox mechanism, which prevents calculation nodes from accessing unauthorized data in the tensor and model pools.
- [SAFE]: Serialization safety is addressed by prohibiting tensors from metadata fields in NodeContext, ensuring safe communication across Ray process boundaries.
- [SAFE]: The system uses explicit identity keys (PoolKeys) and automated reference counting for memory management, which provides a structured and safe way to handle GPU resources and model weights.
Audit Metadata