AI Agent Memory: How to Move Beyond Toy Demos

Most AI agents forget everything between calls, limiting them to toy scripts. The article breaks down memory into short-term context, vector retrieval, episodic traces, and persistent state stores. It advises adding layers only when needed, aiming for the smallest reliable memory surface.