Google Cloud Ships Always-On Memory Agent

Google Cloud's generative-ai repository ships the Always-On Memory Agent, a reference implementation built with Google ADK and Gemini 3.1 Flash-Lite. It runs as a continuous 24/7 process, replacing RAG and embeddings by having the LLM read, think, and consolidate context directly.