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My job search API returned the same 50 postings for every query — the aggregator's dedup key was the title

This story is from 2026-10-14. It is preserved in the archive; the latest stories are on the live feed.

I run a job postings search API that pulls live listings by keyword and location. Early testers kept reporting the same suspicious thing: searching "python berlin" and "rust berlin" both surfaced an identical-looking list, just reordered. At first I assumed my upstream provider was lazy. It wasn't.…

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  1. 2026-10-14 11:02 · DEV Community — AI
    My job search API returned the same 50 postings for every query — the aggregator's dedup key was the title

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