soc detection engineering

Soc detection engineering involves designing and maintaining detection rules and monitoring systems to identify security threats. On WindowsForum, discussions cover challenges like Azure Monitor Agent DCR logging changes, where Microsoft's migration from legacy Azure Diagnostics to Data Collection Rules can create blind spots for SOC teams. Vectra AI warns that this shift moves logging control from VM-level signals to control-plane operations, potentially disrupting detection workflows. Engineers must adapt detection rules to new data sources and ensure visibility across hybrid environments. Topics include updating detection logic, managing false positives, and integrating cloud-native monitoring with existing SIEM tools to maintain effective threat detection.