First-Class Model Routing: The Design Pattern That Prevents Silent Assistant Drift

When product assistants depend on multiple AI providers, silent model switching undermines reliability and user trust. The breakthrough is treating model sources as first-class routing identities rather than loose credential bindings—a design shift that ensures consistent behavior and transparent control. This pattern applies to any assistant architecture that spans multiple model providers.