New Features - Prisma AIRS - September 2026
Gemini Agent Studio Connection Method for AI Red Teaming
Prisma AIRS AI Red Teaming now includes a dedicated connection method for agents built in Google's Gemini Agent Studio. Organizations building AI agents on Agent Studio and deploying on Gemini Agent Runtime can connect them directly to AI Red Teaming. The integration uses Google Cloud's native identity mechanisms, keeping all authentication within the customer's own GCP environment.
Security and platform teams managing AI agents on Google Cloud have faced a gap when assessing those agents for adversarial resilience. Connecting a Gemini Agent Studio agent to a AI Red Teaming tool previously required configuring a custom adapter with manual request formatting, authentication setup, and session handling. This created friction and risked misconfiguration, increasing the onboarding time and time to first scan.
The Gemini Agent Studio connection method authenticates using Google Cloud Workload Identity and service account impersonation. The customer creates a dedicated service account in their own GCP project, scopes it to their specific agent using IAM, and grants a connector identity the ability to act on its behalf. No long-lived credentials are exchanged or stored. To configure a target, users select the Gemini Agent Studio connection method when creating an Agent target type and provide four values: GCP project ID, region, agent engine ID, and the customer-created service account email. The platform validates the connection by reaching the agent through the configured identity.
If your organization builds or deploys AI agents in Gemini Agent Studio and needs to assess their resilience to prompt injection, jailbreaks, and other adversarial techniques, this connection method provides a direct, credential-free path from your GCP deployment to a full red-teaming assessment.