Event arc

Maintaining AI agent quality over time ensures better user experiences and reliable performance.

Companies involved

Amazon (AMZN)

Market lens

Improved agent optimization can reduce operational risks and enhance product effectiveness.

Operator take

Teams using AI agents should consider adopting this tool to maintain and improve agent quality.

Latest signal

Introducing the agent quality loop: AgentCore Optimization now in preview

AWS has introduced the AgentCore Optimization in preview, which helps improve AI agent performance over time. It generates recommendations from production data, validates them through batch evaluation and A/B testing, and enables confident deployment. This addresses the common issue of AI agent quality degrading as models and user behavior evolve.