Uncoder AI demonstrates how to validate URL-based detection logic for Microsoft Defender for Endpoint using KQL.The KQL query filters events by the RemoteUrl field and matches against attacker-controlled URLs linked to malicious activities.Uncoder AI automates the validation process, ensuring syntax accuracy, field existence, and performance considerations in KQL queries.Operational benefits include accurate threat filtering, optimized detection design, and SOC-ready validation before deployment.