Author: khirawdhi
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Container Escape Explained Simply (and How to Prevent It)
Containers are often described as “isolated environments.” And for the most part, they are. But that isolation is not absolute. At the core, containers share the same host kernel. And when that boundary is weakened, through misconfiguration or vulnerability, container escape becomes possible. What is a Container Escape? A container escape occurs when an attacker…
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Rethinking Container Security: From Fragmented Practices to a Simple, Usable Flow
Containerization has transformed how we build and deploy software. With tools like Docker and Kubernetes, developers can move faster than ever before. At the same time, security practices around containers have grown rapidly, image scanning, runtime controls, and Kubernetes policies are now widely discussed and adopted. And yet, for many teams, container security still feels……
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AI Can Fix Code, But Not Security: The Hidden Gap in Cybersecurity
AI is powerful at code-level fixes, but real-world security issues are rarely just code problems they are system, context, and environment problems. The Myth: “AI Will Fix Security Bugs Automatically” There’s a growing assumption: “If AI can generate code, it can fix vulnerabilities too.” This works in controlled environments: But real-world security engineering looks very…
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OAuth vs mTLS: Choosing the Right Trust Model
Modern distributed systems rely heavily on APIs and service-to-service communication. Whether it is a mobile app calling a backend, a partner integrating through APIs, or microservices communicating inside a Kubernetes cluster, establishing trust between systems is fundamental to security architecture. Two commonly used trust mechanisms are OAuth (token-based authorization) and mTLS (mutual TLS authentication). While…
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Token Exchange and the Future of Machine Identity
Machine identity is quietly becoming the dominant identity problem on the internet. Not user logins. Not passwords. Not MFA. It’s services, workloads, agents, pipelines, and devices authenticating to other services, at cloud scale, across networks you don’t fully control, with lifetimes measured in seconds. In that world, token exchange is more than an OAuth feature.…