During a one-month engagement, Fuud Torrentsru focused on enhancing cross-platform reliability for the modelcontextprotocol/kotlin-sdk repository. Addressing a critical conformance issue affecting Windows compatibility, Fuud refactored the test infrastructure by introducing centralized logging with KotlinLogging and a startLogging utility, replacing scattered inline I/O handling to streamline debugging. The work involved updating the Node.js version, pinning conformance dependencies, and configuring long classpath handling using YAML and GitHub Actions. These changes stabilized the CI and local test environments, ensuring all conformance tests passed consistently. Fuud’s contributions demonstrated depth in Kotlin, testing, and CI/CD workflows, resolving a complex cross-platform bug.