Worked on enhancing the CI/CD pipeline for the canvas-medical/canvas-plugins repository by improving Codecov integration to deliver more reliable coverage reporting and artifact management. Focused on refining the feedback loop for pull request reviews, the changes provided better visibility into test coverage and supported higher-quality releases. Leveraged Python and YAML within GitHub Actions to update Codecov logic, ensuring more accurate coverage data and streamlined artifact handling. The work addressed specific CI/CD concerns, resulting in a more efficient and transparent development process. This effort contributed to maintaining robust DevOps practices and improving the overall quality of the repository’s release workflow.