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Agent Red Team – Adversarial testing for AI agents before production

Agent Red Team – Adversarial testing for AI agents before production

by LukataSolutions·Mar 31, 2026·3 points·1 comment

AI Analysis

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Tests agent actions and tool calls, not just output, with deterministic code validation.

Strengths
  • Targets tool misuse and approval bypasses instead of just prompt injection.
  • Deterministic code checks validate findings to reduce LLM false positives.
  • Supports LangGraph, CrewAI, and MCP configurations without custom integration work.
Weaknesses
  • Free tier allows one scan daily, restricting deep CI/CD integration testing.
  • SaaS-only model may deter security teams requiring on-premise deployment.
Category
Target Audience

Engineers building production AI agents with tool access

Similar To

Lakera Guard · PyRIT · Garak

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