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Major simplification based on instructor feedback: - Reduced from complex testing to just 3 simple functions - setup(): Install packages via pip - check_versions(): Quick Python/NumPy version check - get_info(): Basic name and email collection Changes: - Removed complex command execution and system profiling - Removed comprehensive memory and performance testing - Fixed unused 'os' import - Streamlined to ~220 lines for perfect first-day experience Team validated: Simple, welcoming, and gets students ready quickly