During January 2025, Kieran Knowles developed a Network Testing Framework for the kieranknowles1/csc8508-team-project repository, focusing on automated validation of network-related changes. He introduced a dedicated NetworkTest build configuration using CMake, integrating new C++ source files to support compiling and running network tests. This work enhanced the reliability of Linux builds and improved the continuous integration workflow by enabling targeted network scenario testing. Kieran’s approach emphasized build system configuration and robust testing practices, merging his contributions through a peer-reviewed pull request. The framework established a foundation for increased test coverage across the network stack, supporting future development and maintenance.