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Detection-as-Code

Managing detections like software, defined in code, version-controlled, peer-reviewed, tested in pipelines, and deployed automatically, so detection engineering gains the rigor, repeatability, and collaboration of modern software development.

Detection-as-code applies software engineering practices to detections: rules live in version control, changes go through review, automated tests validate them before deployment, and a pipeline pushes them out consistently. This brings traceability (who changed what and why), safer changes, easier collaboration and sharing, and the ability to manage a large detection library reliably. It is a hallmark of a mature detection-engineering practice.

Introduced in: Detection Engineering

Examples

  • Storing detection rules in version control with peer review on changes.
  • Running automated tests on detections in a pipeline before deployment.
  • Deploying detections automatically and tracking their change history.

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