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Human-in-the-Loop AI Drafts in n8n Without the Mess: One Pending Draft per Customer, Stale Expiry and Out-of-Order Webhooks (2026)

Short answer: give every draft a deterministic draft_key (hash of the customer or record plus the action type), keep at most one pending draft per key with a partial unique index, ignore webhook events that are older than the draft you already hold, expire drafts nobody reviewed after 48 hours, and…

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  1. 2026-11-03 02:04 · DEV Community — AI
    Human-in-the-Loop AI Drafts in n8n Without the Mess: One Pending Draft per Customer, Stale Expiry and Out-of-Order Webhooks (2026)

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