Use Cases

Built for security and AI-platform teams

Pick your segment to see the workflows that matter most.

AI platform / MLOps

Pain: Agents ship with tools and memory; injection and tool-abuse paths appear late in QA.

How AgentRedTeam helps: Run focused simulations, score exploitability, export a prioritized hardening checklist.

Security / AppSec

Pain: Pentests miss LLM-specific vectors (indirect injection, goal hijack).

How AgentRedTeam helps: Map findings to OWASP LLM categories and attach remediations with a runId.

Support / ops agents

Pain: Outbound email and API tools create exfiltration risk.

How AgentRedTeam helps: Stress-test unconfirmed side effects and require human-approval gates.

Startups shipping agents

Pain: Founders need a fast pre-launch gate without a full red-team retainer.

How AgentRedTeam helps: One workflow run → exploitability score + top attack vectors.

refs: OWASP LLM Top 10 (LLM01 Prompt Injection) · OWASP Top 10 for AI Agents · NIST AI RMF

AgentRedTeam

Break your AI agents before attackers do.

Features

  • Identify likely attack vectors against your agent
  • Simulate prompt-injection and tool-abuse risks
  • Score your agent's exploitability
  • Get a prioritized hardening checklist

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