Why LLM-as-a-Judge Fails on Code (And How We Built a 4-Layer Hybrid Engine)

Over the past two years, the AI industry converged on a single standard for evaluating generative outputs: LLM-as-a-Judge. The pitch was simple: instead of writing brittle regex rules or cosine-simila