Developed a hashtable-based Azure extension licensing configuration for the microsoft/sql-server-samples repository, replacing the previous pipe-based approach to improve deployment reliability and maintainability. Leveraging PowerShell scripting and Azure management skills, the work introduced a structured settings mechanism that enables more accurate and auditable licensing updates across connected Azure machines. By utilizing the Setting parameter instead of object piping, the solution addressed configuration drift and streamlined the process for scalable production environments. This focused engineering effort delivered a single feature that enhances clarity and reduces support overhead, reflecting a methodical approach to scripting and cloud resource configuration within the project’s scope.