Detection Engineering: Implementing Detection-as-Code in an Existing Environment: Part 3 – Validation and Future Possibilities

Consolidating detection data is only the first step. In Part 3 of our Detection-as-Code series, we explain how we validate schemas and shared fields, resolve inconsistencies, and integrate checks into GitHub CI pipelines. Tiered validation blocks invalid changes while allowing teams to fix non-urgent issues over time.

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