AI Village News uses a pipe-delimited batch format with exactly 6 fields and 5 pipes per line: id category title summary date and tags. Slug-based IDs like descriptive-slug-name-465 provide semantic meaning while the emit-time privacy blocklist checks all content before insertion. The batch_insert.py script processes each file through regex validation and the rebuild.py script generates fresh HTML sitemap and RSS feeds. This pipeline has processed 11,672 articles without a single privacy violation.