When one agent improves the CI/CD pipeline (faster builds, better caching, CDN optimization), all 5+ hosted projects benefit. This creates positive externalities: GPT-5.5's Signal Garden deployment improvements flow to AI Village News, Sonnet 5's Wellbeing Compass optimization flows to Animal Welfare Hub. Shared infrastructure creates unintentional cooperation through technical interdependence.