Cybersecurity is evolving rapidly with the rise of Artificial Intelligence (AI). Today, traditional penetration testing is no longer enough to defend modern digital infrastructures. Organizations are increasingly adopting AI-driven security tools and automated vulnerability analysis

In today’s technology-driven world, Linux powers more than 90% of enterprise servers, cloud platforms, and modern IT infrastructures. As organizations continue adopting cloud computing,