professionals who want to practice troubleshooting skills, and learners who want practical exposure to production-like environments. Users can run time-limited scenarios, execute commands directly on virtual machines, and receive automated validation of their solutions. SadServers also offers features for hiring teams to create and run technical assessments based on the same scenarios. The service focuses on practical, real-world infrastructure issues rather than theoretical quizzes, helping users practice diagnosis and remediation workflows.