Async adversarial multi-model code review system. Parallel LLM fan-out, debrief synthesis with convergence analysis, severity-gated merge blocking. Python.

Multi-agent AI evaluation platform. Structured contests between agent configurations with observable traces, scoring, failure tagging, and cost visibility.