According to ElevenLabs (@elevenlabsio), the company has introduced a new testing suite that enables validation of AI agent behavior prior to deployment, leveraging simulations based on real-world conversations. This allows businesses to rigorously test agent performance across key metrics such as behavioral standards, safety protocols, and compliance requirements. The built-in test scenarios cover essential aspects like tool calling, human transfers, complex workflow management, guardrails enforcement, and knowledge retrieval. This development provides companies with a robust solution to ensure AI agents are reliable and compliant, reducing operational risk and improving deployment success rates (source: ElevenLabs, x.com/elevenlabsio/status/1965455063012544923).