William Xiang delivered a multi-architecture container build feature for the IBM/mcp-context-forge repository, focusing on enhancing cross-platform compatibility and deployment reliability. He updated the Containerfile base image to a manifest list, enabling native support for multi-arch builds and reducing architecture-specific issues in CI/CD pipelines. Using Docker, DevOps practices, and containerization expertise, William’s work improved the build pipeline’s robustness and prepared the project for broader platform adoption. Although the scope was limited to a single feature over one month, the technical depth addressed production readiness and scalability, laying groundwork for future multi-arch expansions and more resilient deployment workflows.