During November 2024, Dekatzenel focused on improving SQL validation reliability in the panther_analysis_tool repository. They addressed a persistent issue with table name validation by refactoring the logic for extracting Common Table Expression (CTE) aliases. Using Python, Dekatzenel introduced a modular get_aliases helper, which accurately identifies CTE aliases in parsed SQL queries and reduces false positives during validation. This update enhanced the maintainability of the SQL parsing codebase and strengthened automated data quality checks. Their work leveraged code refactoring, SQL parsing, and unit testing skills, resulting in a more robust validation process that supports downstream analytics pipelines with greater accuracy.