AnalysisDevelopersJuly 22, 2026
Graph memory outperforms vector DB for automated assistants

Stephen Chin tested two agents with identical home network facts: one using a vector database, the other a graph. The graph agent identified end-of-life software exposed to the internet; the vector agent could not find details.
Featured · Stephen Chin