Worked on the boldsoftware/sketch repository to enhance Docker image building workflows by integrating Gemini model support through a refactored multi-LLM architecture. Addressed a reliability issue by improving error detection for docker inspect when using a Podman alias, ensuring consistent handling of 'no such object' errors regardless of output case. Leveraged Go for backend development, utilizing Docker and Podman to support cross-environment compatibility. The work focused on robust error handling and maintainable code structure, enabling dynamic selection of LLM services for Dockerfile generation. This resulted in improved build reliability and greater flexibility for environments using Docker or Podman aliases.