Livenerf benchmark tracks model performance drift and potential quantization changes

Livenerf implements a deterministic, append-only benchmark designed to detect post-launch performance degradation in frontier models. It utilizes frozen prompts and exact graders to statistically measure drift in models like Claude Opus 5.5, addressing claims of silent quantization or routing changes.