Worked on the kubernetes/autoscaler repository to enhance test stability and CI reliability for the Cluster Autoscaler project. Addressed flaky test results by excluding the printf analyzer from Go test analyzers, then later updated the Makefile to re-enable and expand static analysis coverage within Docker-based CI environments. Improved compatibility and reliability by updating the Go version in test configurations and documenting future steps for analyzer reintroduction. Leveraged Go, Shell scripting, and Makefile expertise to automate build and test processes, focusing on early defect detection and reducing production risk. The work emphasized maintainable CI/CD pipelines and robust feature validation for release readiness.