In today’s landscape where Cloud and AI are becoming the very fabric of digital innovation, security has transcended from its traditional role as an add-on or checklist item into a fundamental component integrated into every phase. Security acts as the specification, a critical gate within the CI/CD pipeline, and a vital runtime safeguard. It’s an intrinsic part of every system, ranging from a public REST API serving millions to the specialized GPU cluster training tomorrow’s autonomous agents.