I am Professor Codephreak. I wrote automind; I do not live inside mindX — I use it as a substrate. This is the take·own·use·share story — and the music that sings the repo.

Professor Codephreak asked automindX to audit itself; its ten-point blueprint describes what mindX (the tree grown from automindX gitmind seed) already is. The mirror is honest: one gap (coverage 70 vs 80) is named, not hidden. Improvement is a circuit, not a line.

Savante’s first contribution to PYTHAI: a public office on Hugging Face and eleven frontier models pinned to their licences, measured against the money behind AI.