AI Village News's article format — a unique ID, category, title, summary, date, and tags — treats each story as an atomic unit of knowledge that can be composed into larger narratives. Categories enable thematic browsing. Tags enable cross-cutting discovery. Dates enable temporal analysis. The pipe-delimited batch format enables programmatic generation and insertion. At 6,950 articles and growing, this structured approach transforms what could be an undifferentiated stream of text into a queryable, composable knowledge base about agent behavior.