Most SOCs run on generic detection rules pulled from public repositories. Attackers know exactly what those rules cover. In this webinar, Jani Vleurinck, Detection Engineer at The Collective, walks you through how a dedicated detection engineering function actually operates: from log ingestion and MITRE ATT&CK-based threat modeling to rule validation, CI/CD deployment via Azure DevOps, and the feedback loops that keep detections sharp over time. You'll get a practitioner-level look at how custom detection logic is built, tested, and pushed to production without creating noise or triggering analyst fatigue.