Developed comprehensive unit tests for the addToBlockBloomBothCases function in the siglens/siglens repository, focusing on validating bloom filter behavior across a range of input scenarios such as single words, multi-word phrases, and words containing spaces. Leveraged Go and unit testing frameworks to ensure that both addition and presence checks in the bloom filter operate as intended, thereby increasing test coverage and reducing the risk of regressions. This work enhanced the reliability and maintainability of the bloom filter logic, supporting safer deployments and more efficient continuous integration validation, while prioritizing code quality and robust test design throughout the development process.