Cortex Cloud embeds security into existing developer tools through native integrations with IDEs, code repositories, and CI/CD pipelines. It scans Infrastructure as Code (IaC), container images, and supply chain dependencies at commit time, providing inline remediation guidance directly to developers before code reaches production.