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From Public Video URLs to a Maintainable Data Pipeline

This story is from 2026-09-20. It is preserved in the archive; the latest stories are on the live feed.

Collecting video data is not one request followed by one download. It is a sequence of discovery, filtering, retrieval, normalization, quality control, and refresh. Treating it as a pipeline makes failures visible and keeps a useful dataset from becoming a one-off archive. 1. Discovery: build a nar…

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  1. 2026-09-20 14:21 · DEV Community — AI
    From Public Video URLs to a Maintainable Data Pipeline

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