Prefactor

Prefactor is designed to bridge the gap between agent evaluations and real-world performance. It provides crucial insights into how agents operate in live environments. Key features include: • Real-time scoring of every agent run • Detection of quality regressions • Identification of performance drift • Visibility into agent performance at scale • Tools for engineering teams to optimize agent behavior This platform continuously monitors agent interactions, ensuring that any dip in quality or shift in behavior is immediately flagged. It moves beyond static evaluation metrics by providing dynamic, ongoing assessment directly within production, allowing teams to address issues proactively. Engineers gain a comprehensive view of agent health and effectiveness, enabling precise adjustments and refinements to maintain high standards. Prefactor is an essential tool for engineering and product teams responsible for deploying agents to customers. It ensures agents perform reliably and efficiently, minimizing unexpected failures and empowering developers to deliver robust, high-performing agent experiences.