Alwyn enhanced resource matching reliability in the kanisterio/kanister repository by developing a UID-based ownerReferences check for Kubernetes objects. Focusing on backend development with Go, Alwyn introduced the uidInOwnerRefs helper function, which detects the presence of specific UIDs within ownerReferences, addressing challenges in multi-owner scenarios. This approach was integrated into core fetch paths, including FetchReplicationController, FetchReplicaSet, and FetchPods, ensuring more robust and accurate object matching. By reducing misidentification risks and strengthening data integrity in orchestration workflows, Alwyn’s work improved downstream pipeline stability. The contribution demonstrated thoughtful application of Go and Kubernetes expertise to solve nuanced backend issues.