Google Senior AI PM Open-Sources Always-On Memory Agent That Ditches Vector Databases for LLM-Driven SQLite Storage
A Google senior AI PM open-sources an always-on memory agent that replaces vector databases with LLM-driven SQLite storage, running continuously on Google Cloud with Gemini 3.1 Flash-Lite, but enterprise experts warn the system raises serious compliance and governance risks, calling it a compelling engineering template rather than a production-ready platform.