Worked on stabilizing the Kubernetes Autoscaler by addressing compatibility issues with the latest Kubernetes client libraries. Focused on the kubernetes/autoscaler repository, the developer resolved deprecation warnings by updating the import path for cache discovery to use a memory-based implementation. This backend development effort ensured that the Autoscaler remained functional with evolving versions of client-go, reducing technical debt and maintaining operational reliability. The work involved in-depth knowledge of Go, Kubernetes, and backend integration patterns, emphasizing careful dependency management and alignment with upstream changes. By fixing this bug, the developer contributed to smoother upgrades and improved maintainability for Kubernetes Autoscaler deployments.