Agentic AI moves into SOC triage, hunting, and detection engineering

Agentic SOC capabilities are broadening from experimentation into deployable workflows for triage, investigation, hunting, case management, and detection feedback. Rapid7 documentation and Stellar Cyber 7.0 provide concrete workflow and measurement patterns, while a Mitiga replay shows that agents can accelerate Kubernetes and AWS activity faster than existing telemetry and containment processes. Evidence remains primarily vendor-reported or modeled, requiring independent validation of safety, accuracy, permissions, auditability, and cost.