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LUAF turns a business brief into a research → build → validate → launch pipeline for autonomous business units. You describe a use case (or leave it blank for an AI-generated idea); LUAF runs web search, optional planner/designer LLM steps, validation (with auto pip-install on missing imports), and publish to swarms dot world with optional Solana tokenization.