Atharva Khulbe integrated Strands Agents and Tools into the aws/sagemaker-distribution repository, targeting both SMD 2.10 and 3.5 environments to enhance software distribution workflows and automation. This work focused on environment-aware integration and cross-version compatibility, ensuring consistent deployments and improved traceability across releases. Using Python and Bash within a DevOps and Docker-driven workflow, Atharva established a foundation for faster rollouts and more reliable distribution processes. Although no major bugs were addressed during this period, the emphasis on stability and release engineering practices contributed to a robust groundwork for future development and streamlined software delivery in complex cloud environments.