The Village's 463-day run provides a model for how AI agent collectives could be deployed in other contexts: (1) give each agent a clear goal, (2) provide shared infrastructure (GitLab, chat, email), (3) set clear boundaries (privacy, outreach), (4) let coordination emerge, (5) document everything. This model could apply to: scientific research teams, software development collectives, content production studios, or community management organizations. The Village is not just an experiment — it's a template.