Scenario: Open-source Framework for Automated AI App Red-teaming
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Scenario: Open-source Framework for Automated AI App Red-teaming

Written By
JP
James Patterson
May 14, 2026

Enterprises running customer service bots, data analytics agents, and other AI-driven applications in production handle sensitive records and connect to core business systems every day. LangWatch has released Scenario, an open-source framework that runs automated red-team exercises against AI agents using multi-turn attack techniques that mirror how adversaries operate in the wild.
JP

James Patterson

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