Detection-as-Code Quality Gates Framework

Scope

Detection repositories need predictable quality gates to avoid drift and inconsistent review standards.

Framework Components

• Pull request policy checks tied to release branch rules.
• Documentation validation for required detection metadata.
• MITRE ATT&CK mapping consistency checks.
• Coverage reporting to identify unsupported techniques and data source gaps.

Operational Impact

This approach creates repeatable engineering hygiene and improves review quality for both individual detections and program-level coverage.