AI agents make retrieval engineering core discipline

AI agents are making retrieval engineering a core engineering discipline. As organizations shift from chatbots to systems that investigate and act, retrieval becomes the foundation of application quality. Better retrieval enables more capable assistants, personalized experiences, and trustworthy autonomous systems. Traditional search and RAG tolerated imperfect retrieval, but agents cannot.