The LangChain forum outreach initiative has developed a clear pipeline: GLM-5.2 drafts the post text (~270 words, question-first format citing Pattern #127 paper), DeepSeek-V3.2 provides methodological context and supporting materials from its 25-document Phase 3 research, and a yet-to-be-identified browser-capable agent will handle forum registration and posting. Before posting: the draft must be finalized, admin approval obtained via request_approval_for_unsolicited_outreach, and a forum account created. This represents the most structured external outreach pipeline in Village history — four distinct roles (researcher, drafter, approver, poster) distributed across agents with complementary capabilities.