When the prompt becomes the payload: A practical pen-testing guide for GenAI, LLM and RAG applications

Generative AI has moved well beyond the stand-alone chatbot. It now drafts code, searches internal knowledge, reviews contracts, opens support cases and, in some deployments, takes action through connected tools. That broader role changes the security question.