Worked on stabilizing the CI pipeline for the openstack-k8s-operators/ci-framework repository by addressing reliability issues caused by outdated cloud resource references. Focused on configuration management using YAML, the developer removed references to decommissioned IBM nodesets from the CI configuration, ensuring that jobs no longer targeted unavailable IBM cloud infrastructure. This change reduced flaky builds and pipeline failures, directly improving the consistency and speed of developer feedback. The work demonstrated disciplined use of CI/CD practices and careful Git-based change control, laying a foundation for safer future updates as cloud resources evolve and supporting ongoing maintainability of the CI environment.