This document explains how modern applications have become more complex due to heavy use of open-source components, APIs, containers, and microservices. Traditional security practices—such as manual code reviews, penetration tests, and firewall monitoring—often leave gaps because they cannot keep up with modern development cycles. The brief highlights how Datadog Application Security Management helps detect and respond to threats in real time by combining security and observability data on one platform. Teams gain deeper visibility into application behavior, trace attack paths, and identify vulnerabilities at the code level. By correlating security signals with performance data, organizations can prioritize critical threats, reduce response times, and improve collaboration between developm

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