AWS published a guide to evaluating Amazon Nova Sonic voice agents at scale. The Nova Sonic Test Harness automates complete multi-turn conversations, supports rapid prompt and tool-configuration iteration, and uses LLM-as-judge techniques to validate voice-agent quality and detect audio/text mismatches.