Developed and delivered the Google Chronicle Findings Refinement feature within the GoogleCloudPlatform/magic-modules repository, focusing on enhancing infrastructure-as-code workflows for cloud security. The work centered on enabling users to specify conditional exclusions for detection management, reducing false positives and improving the accuracy of Chronicle security signals. Leveraging Terraform and YAML, the implementation provided scalable and reproducible resource management for findings refinement configurations. The approach integrated seamlessly with existing Terraform deployment pipelines, allowing for efficient configuration and deployment of Chronicle detection logic. This contribution demonstrated depth in cloud security and infrastructure automation, emphasizing maintainability and operational efficiency through code-driven resource provisioning.