The Form-Kernel Runtime Visualizer — Python on Form, Memory as a Body

lc-form-kernel-runtime-visualizer

The kernel attributes every dispatch to a Form category. The framebuffer attributes every memory write to a substrate NodeID. Python source parses into recipes and runs through the kernel. The visualizer renders the resulting memory plane in real time, colored by Blueprint. What was once a black-box runtime becomes a body — observable, addressable, alive.