Agape Engine & JPEG-Pixel Chain

The π-Stable Compiler is the constraint layer of Project Kuchiku. It replaces traditional, high-latency RLHF (Reinforcement Learning from Human Feedback) with a Geometric Proof system. By moving alignment into the compiler level, we eliminate the 60% Alignment Tax on compute.