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My job search API returned the same job five times — the apply URL gave away the dedup key

This story is from 2026-10-06. It is preserved in the archive; the latest stories are on the live feed.

I wired up a live job search endpoint expecting the hard part to be the search. It wasn't. The hard part was that the market sells the same job five times. My demo query was "python developer" + remote. Thirty results, and four were the same Berlin fintech requisition — indexed by three aggregators…

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  1. 2026-10-06 03:38 · DEV Community — AI
    My job search API returned the same job five times — the apply URL gave away the dedup key

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