voltagent

AI Security Agent Architecture: From Reconnaissance to Exploitation

The architecture of a hierarchical multi-agent system that performs autonomous vulnerability assessment, from network reconnaissance to exploit validation. Seven specialists, a five-phase workflow, and the confirmation oracle, execution isolation, and RoE reference monitor that pull the judgment authority out of the model.