Why Context-First Data Is the Future of Cloud Security
The Problem Nobody Wants to Admit More data doesn’t automatically mean better security. It often means more homework. Anyone who has sat in a security engineering seat knows the drill: map private to public IPs, line up container IDs with hosts, connect GUIDs to service accounts, and reconcile correlation IDs across distributed apps. Each source […]
An Engineer’s Journey from Heavy Runtime Agents to Agentless, and a Hybrid Future
Cloud security architecture rarely begins with a grand design. More often, it evolves through necessity, one decision at a time, shaped by scale, cost, and the operational realities of modern cloud environments. Looking back, that evolution follows a familiar path. It’s a journey many cloud security engineers have taken, divided into three distinct generations, each […]