Developed and shipped a Unicode escape sequence parsing enhancement for the trufflesecurity/trufflehog repository, expanding the tool’s ability to recognize and decode a broader range of Unicode escape formats across diverse programming languages and data sources. The work focused on extending the escaped_unicode decoder to support formats such as \u{X}, \U00XXXXXX, \x{X}, \X, &#xX;, and %uXXXX, thereby improving secret detection reliability in multi-language environments. Leveraging Go programming, regular expressions, and advanced string parsing techniques, the implementation maintained code quality through targeted changes, comprehensive documentation, and accompanying tests, aligning with business goals for broader language and data coverage.