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Manual security triage cannot keep up with cloud-scale threats. Here is how to wire GuardDuty Extended Threat Detection, Security Hub, EventBridge, and Lambda into a self-healing AWS security architecture.
CodePipeline isn't the most loved CI/CD tool — but it's the one that talks to every other AWS service natively. Pipeline architecture, CodeBuild configuration, cross-account deploys, and the patterns that ship code safely without bolting on a third-party runner.
June 30, 2026 added two major CloudFormation/CDK changes: pre-deployment validation on Create/Update and Express mode with up to 4x faster stack operations. This guide shows when to use each safely in production workflows.