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1,000 results, 641 unique jobs — deduping by URL fails because every board rewrites the query string

This story is from 2026-10-02. It is preserved in the archive; the latest stories are on the live feed.

A user's job-matching agent kept ranking near-identical listings against each other, burning tokens and crowding out real candidates. I pulled a sample to investigate: one search for "data engineer" in Berlin returned 1,000 results — and 359 of them were duplicates of other entries in the same resu…

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  1. 2026-10-02 15:31 · DEV Community — AI
    1,000 results, 641 unique jobs — deduping by URL fails because every board rewrites the query string

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