This article demonstrates how to build a smart to‑do application that uses Amazon Nova Sonic’s real‑time bidirectional streaming API to enable hands‑free voice interaction, detailing the underlying AI model, AWS serverless architecture, deployment steps, and verification procedures.
This article explains how to enable Kubernetes audit logging, analyzes CDK‑based attack behaviors captured in audit logs, provides concrete detection rules for information collection, exploitation, and privilege escalation, and shares practical lessons learned when deploying audit‑driven security in cloud‑native environments.
The article explains how to enable Kubernetes audit logging and use its detailed fields—such as userAgent, responseStatus, requestURI, and object references—to detect CDK‑generated attacks and other threats like CVE‑2022‑3172, privilege escalation, and backdoor deployment, offering practical detection examples and security recommendations.
