Worked on the konflux-ci/konflux-ci repository to enhance the reliability of the continuous integration pipeline by addressing issues in build error handling and commit log accuracy. Focused on shell scripting to refine how kustomize build errors are surfaced, removing unnecessary redirection to prevent standard error pollution and ensure that error messages appear clearly in logs. Improved the logic for commit counting, resulting in more accurate and trustworthy commit logs. These targeted bug fixes in Shell improved traceability and reduced debugging time, contributing to more reliable CI results and streamlined release note generation for the project during the development period.