The document discusses recommendations for computer science students before graduating, including taking programming courses focused on object-oriented principles and design patterns, finding internships that involve programming work, learning English, studying microeconomics, completing sample applications to demonstrate skills, and being active in online communities. It also emphasizes the importance of documentation, graduating quickly, avoiding dismissing non-IT courses, and focusing on skills rather than specific future jobs.