Scenario: Open-source framework for automated AI app red-teaming (opens in new tab)

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. Multi-turn attacks replace single-shot testing Single-prompt penetration tests have long been the standard appro...