and then a link to original source. We must output ONLY valid HTML, no extra text. Must be in English. Use precise technical language. Do not invent info. We have limited content: title and a snippet. We can infer the article discusses moving beyond Retrieval-Augmented Generation (RAG) to AI agents with memory, planning, and action capabilities. The snippet mentions independent research, production-ready code, debugging, scheduling meetings. So summary: The article argues that the future of AI lies in autonomous agents that can remember context, plan multi-step tasks, and execute actions, surpassing current RAG-based systems. It highlights capabilities like independent research, code generation, debugging, and task automation. We'll write 2-3 sentences. HTML:
The article argues that the next evolution of AI moves beyond retrieval-augmented generation (RAG) toward autonomous agents capable of persistent memory, multi-step planning, and direct action execution. Such agents can independently research topics, write and