Tag

#certification

1 story tagged certification.

Bar chart comparing routing gain across multi-agent configurations. Specialized route shows 94.2% accuracy, random route drops to 61.8%, and single-best-agent baseline sits at 78.3%, showing the gap RouteGuard certifies.

RouteGuard certifies when multi-agent routing actually helps

Multi-agent LLM routing fails when agents overlap too much. RouteGuard is a certification method that proves routing gain before you deploy, catching complementarity gaps that benchmarks miss.

Lars Cornelissen · Aug 11, 2026