ai-agents-reality-check
PublicMathematical benchmark exposing the massive performance gap between real agents and LLM wrappers. Rigorous multi-dimensional evaluation: stress testing, network resilience, ensemble coordination, failure analysis. Features statistical validation and reproducible methodology for separating architectural theater from real systems.