1. User RequestNatural language from app, Telegram, Safari, voice, or local UI.
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2. Afu BrainRoutes intent, loads memory, picks workers, defines risk boundaries.
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3. 20 Parallel WorkersSpecialists split research, files, comparison, dissent, drafting, verification.
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4. Local MemoryFile maps, summaries, OCR, RAG, preferences, and prior context already prepared.
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5. Approval GateSend, publish, pay, trade, merge, or share actions wait for explicit approval.
FasterWork runs in parallel instead of one serial chat loop.
CheaperPrepared local memory reduces repeated token-heavy searching.
SaferRisky actions are prepared but never silently submitted.
More UsefulOutput is files, briefs, drafts, and decisions — not just text.