In July 2025, Lao Jiang developed pod-level resource specification support for the Horizontal Pod Autoscaler in the kubernetes/kubernetes repository. This feature enables more granular resource management for autoscaling, allowing workloads to scale based on precise pod-level requirements. Lao implemented the solution using Go, leveraging expertise in Kubernetes and container orchestration to ensure seamless integration with existing autoscaling mechanisms. End-to-end tests were added to validate the new functionality and maintain reliability across critical paths. The work addressed the need for tighter resource control and potential cost optimization, reflecting a focused and technically sound approach to cloud-native infrastructure challenges.