In Shinyscreen's deployment, a Continuous Integration (CI) pipeline is configured within GitLab to support automated testing and streamline application updates. The CI pipeline runs builds and tests to provide with immediate feedback on the code integrity. This pipeline also simplifies the creation of installation files, which bundle all dependencies required for deploying Shinyscreen effectively. For multi-user educational access, Shinyscreen is hosted within a Kubernetes cluster, designed to support scalability and resource management for a teaching platform (ECI-ISB401). The Kubernetes setup allows multiple students to use the application simultaneously, with dynamic allocation of computational resources to optimize performance and user experience. Together, the CI/CD pipeline, Docker containerization, and Kubernetes orchestration create a robust, accessible, and scalable platform tailored to both individual and multi-user settings.