Ghislain Bourgeois focused on enhancing reliability and developer efficiency across the canonical/sdcore-pcf-k8s-operator and canonical/sdcore-udr-k8s-operator repositories. He upgraded GitHub Actions workflows to improve CI stability, reducing flakiness in automated builds. Ghislain migrated both projects’ Python dependency management from pip-based tools to uv, updating configuration files and documentation to support the new workflow. This cross-repository standardization enabled faster, more deterministic builds and streamlined developer onboarding. His work leveraged Python, YAML, and GitHub Actions, demonstrating a methodical approach to CI/CD and configuration management. The depth of these changes improved build reproducibility and positioned both operators for ongoing maintainability.