AIRTA Red Team review
A playbook-driven security testing tool for teams assessing LLM and agentic applications.
Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
AIRTA Red Team is an open-source security testing tool for LLMs and LLM-driven applications. It is designed for red teams, penetration testers, and AppSec or MLsec teams conducting authorized assessments on staging or external targets. The tool generates adversarial test suites from security playbooks, including OWASP LLM, OWASP Agent, MITRE ATLAS, jailbreak, system-prompt-exfiltration, and custom playbooks. It also covers prompt injection, jailbreak, and data leakage testing, with discovery and authentication capabilities for target assessment.
Its strongest differentiator is the breadth of its playbook-based workflow. Teams can edit JSON attack suites, create custom playbooks, and execute targets through browser-based Playwright automation or HTTP API transports for headless testing. Authentication, file-upload, and component discovery extend the workflow beyond individual prompts. Expert-model and judge-model assessment add structured evaluation, while attack logs and pipeline reports provide organized evidence for review. Local Docker, CLI, and behind-the-firewall deployment fit teams that need testing within their own environments.
AIRTA Red Team is described as free and open source, with web and self-hosted deployment options. Its documented ecosystem connection is the AIRTA Systems dashboard, so teams choosing it should be comfortable with a focused integration footprint and local deployment model. It suits security teams that want editable, standards-based attack coverage and control over execution. Teams seeking a broad hosted integration ecosystem or a general-purpose AI quality platform should consider a different category of tool.
AIRTA Red Team pros and cons
- Where it wins
- Covers OWASP LLM, OWASP Agent, and MITRE ATLAS
- Runs browser-based Playwright and HTTP API tests
- Supports custom playbooks and editable JSON attack suites
- Where it doesn't
- Deployment is focused on local or self-hosted environments
- The documented integration is the AIRTA Systems dashboard
- Assessment is designed for authorized security testing
AIRTA Red Team fact sheet, pricing and score →
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