During December 2025, Lyonsy developed the Kubetorch Service Account Annotations feature for the run-house/runhouse repository, focusing on enhancing Kubernetes resource integration and configurability. By implementing support for custom annotations on the Kubetorch service account using YAML and leveraging skills in configuration management and DevOps, Lyonsy enabled teams to automate resource tagging and improve environment consistency. The work reduced manual setup and aligned closely with platform reliability goals, preparing the project for broader annotation-driven workflows. The implementation was directly traceable to a specific issue and pull request, demonstrating a methodical approach and clear linkage between requirements and delivered code.