Yes, GitLab is safe for private projects. GitLab offers private repositories even in its Free tier, which means only authorized users have access to the repository and its contents. GitLab takes various measures to ensure the security and privacy of your projects, including role-based access control, two-factor authentication (2FA), security features, and compliance certifications, such as SOC 2 Type 2 and GDPR.