1. Upload a spec
2. Run workflow
Selected job: fixture / latest
R2 → D1 → queue → LlamaCloud EU → candidate routing → Exa research.
Detected
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Research-ready
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Needs review
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Queued/Done
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Client-facing rule: users only review products with incomplete/ambiguous descriptions. Clear products proceed to research.