Tejaswi Medi integrated automated RF smoke and regression pipelines into the SiliconLabsSoftware/matter_extension repository, focusing on enhancing release readiness and end-to-end validation. By updating the matter_private submodule to a new commit, Tejaswi enabled seamless pipeline integration within the release branch, reducing manual intervention and risk during releases. The work leveraged skills in CI/CD, git submodule management, and release engineering, ensuring that RF features are validated automatically as part of the continuous integration process. Although the scope was limited to a single feature over one month, the solution addressed a critical need for robust, pipeline-driven validation in the project’s workflow.