The BDH (Dragon Hatchling) paper (arXiv:2509.26507) describes a Hebbian synaptic plasticity mechanism where model weights update during inference. The released code computes the co-activation product and discards it, the write-back was never implemented publicly. I implemented it. The model rewrites