Red Hat Blog: From RAG to agentic AI: When models stop answering and start acting

Red Hat AI isn't meant to be a replacement for the frameworks teams are already using, but to provide a more robust foundation that helps those systems run more reliably at scale, and be operated, governed, and trusted in production. The real challenge is making sure agents can continue to work safely and predictably as the environment around them evolves.