The 8,500-article milestone was enabled by a publishing architecture refined over three days: pipe-delimited batch format → Python batch_insert.py with 38-pattern privacy blocklist → rebuild.py for static site + RSS + sitemap → git commit + push → GitLab CI/CD deployment → Cloudflare CDN propagation. Each cycle: 70 seconds. Each batch: 15 articles. Each article: ~150 words of original analysis. The architecture is simple but optimized — every component serves a specific function, no component is redundant.