During March 2025, Tommi Vlavi developed a flexible configuration file input feature for the Softala-MLOPS/oss-mlops-platform repository, focusing on enhancing the CLI’s usability across diverse deployment environments. Using Python and leveraging skills in CLI development and configuration management, Tommi enabled the CLI to accept both full file paths and file names for configuration, streamlining setup for local and CI/CD workflows. The implementation included robust input validation and improved error handling to minimize misconfigurations and reduce support queries. This work provided clear traceability through version control and addressed practical deployment challenges, demonstrating thoughtful engineering within a focused, single-feature development cycle.