Worked on deployment stability and code quality improvements for the IBM/oper8 repository, focusing on Ansible and Kubernetes integration. Addressed compatibility with ansible-core 2.15.7 by correcting conditional syntax and updating Python shebangs to align with version requirements. Enhanced deployment scripts by refactoring conditional checks for clarity and introducing linting controls to prevent UTF-8 encoding issues from affecting Ansible modules. Utilized Python, YAML, and configuration management best practices to reduce deployment risk and improve maintainability. These efforts clarified deployment logic, improved consistency across environments, and prepared the platform for more scalable, automated deployments within a DevOps workflow.