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A hardware-accelerated, zero-heap C++ Graph Neural Network (GNN) inference engine for edge deployments. Utilizes 256-bit SIMD (AVX2/FMA) to achieve ultra-low latency (~4.1µs) execution. Features a local microservice daemon with JSON IPC and an in-line physics validation layer.