Noor Latif focused on stabilizing and improving reliability across the rancher-sandbox/rancher-desktop and flox/floxdocs repositories over a two-month period. Noor addressed test flakiness by refining test suites to exclude system-provided attributes, such as SELinux and macOS xattrs, ensuring tests only validated application-controlled data. Using TypeScript and robust testing practices, Noor enhanced CI consistency and cross-platform compatibility. In addition, Noor implemented a build versioning fallback for missing git tags and corrected installation paths for containerd shims, leveraging DevOps and Node.js skills. These targeted bug fixes contributed to more predictable builds and installations, reflecting a thoughtful, detail-oriented engineering approach.