In traditional enterprise software engineering and cloud infrastructure monitoring, application security has long relied on userspace logging agents, sidecar auditing daemons, and retrospective log analysis. When microservices process transactions or interact with backend storage, system activity is recorded through application logs, OS audit trails (auditd), or standard log-shipping pipelines. While these retrospective mechanisms provide adequate […]