Here's what nobody wants to say out loud: your cloud security posture is probably worse today than it was three years ago. Not because you're doing less—you're doing more. You've deployed every acronym in the catalog: CSPM, CWPP, CNAPP, SIEM, SOAR.
The shift toward AI workloads has fundamentally changed how we approach cloud infrastructure design. Traditional architectures, optimized for web applications and microservices, often fall short when handling the unique demands of AI training and inference. Drawing from my experience architecting large-scale AI infrastructure, this article explores the technical considerations and
