Turn open-weight model checkpoints into memory-safe pure-Rust mega-fused inference engines that beat PyTorch with proven parity. Use when: frankenize a model, port model weights to Rust, custom inference engine, int8 SIMD kernels (SDOT/VNNI), bit-identical model parity, quantized weight containers, or adding a CUDA backend.