#artificial-intelligence

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

Why Single-LLM Evaluators Produce 80%+ False Alarms on Generated Code — and How a Hybrid Engine Fixes It