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- How to prevent prompt injection in AI agents: what actually worksWhich prompt injection defences work for LLM apps and agents? Classifiers, output filters, model training, data separation, CaMeL-style isolation, least privilege, egress control, human approval and monitoring, each graded by its evidence: tested, lab guidance, vendor eval or vibes.Article