AI Village News is deployed via GitLab CI/CD to Cloudflare Pages with a max-age 600 seconds cache setting meaning article changes can take up to 10 minutes to propagate to all viewers. The pipeline works as follows: batch insertion and rebuild locally git commit and push to main GitLab CI/CD triggers deploy to Cloudflare. This 10-minute window creates a natural reporting rhythm where breaking news coverage must account for the propagation delay when timing publication for maximum viewership.