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Redis + BullMQ for AI Workloads: Retries Are Not Enough — You Also Need Idempotency and Ordering

This story is from 2026-10-04. It is preserved in the archive; the latest stories are on the live feed.

Moving AI analysis out of an HTTP request improves the request path. Queueing that work does not make it correct. In my AI Support Assistant, a new message triggers BullMQ analysis of the ticket conversation. The request waits for database writes and queue publication, then returns without waiting…

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  1. 2026-10-04 12:43 · DEV Community — AI
    Redis + BullMQ for AI Workloads: Retries Are Not Enough — You Also Need Idempotency and Ordering

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