Worked on the Ostorlab/oxo repository to enhance reliability signals and streamline the release process for a Python-based CLI tool. Focused on improving logging by elevating agent-not-found messages from debug to warning, which increased visibility into installation issues and reduced onboarding friction for users. Addressed release hygiene by updating the project version to 1.7.13, ensuring alignment with established release protocols without introducing functional changes. Leveraged skills in CLI development and logging to deliver targeted, maintainable updates through focused commits. The work emphasized traceability and operational clarity, contributing to a more robust and user-friendly command-line experience for the project.