Worked on a Docker integration overhaul for the ComputeHorde repository, focusing on improving container management within the executor. The approach involved replacing shell-based Docker commands with Python SDK bindings using the aiodocker library, which enhanced both robustness and maintainability of Docker interactions. Introduced a docker_container_wrapper utility to standardize container lifecycle management, reducing deployment and debugging risks while positioning the codebase for future container-centric features. The work leveraged Python, Asyncio, and Docker SDK integration to streamline operations and ensure more consistent behavior across environments. No bugs were fixed during this period, with efforts concentrated on delivering this core feature enhancement.