How a Similarity Check Let Duplicate Stories Slip Through

A developer's content pipeline published the same story three times because its similarity check used a flawed algorithm. The check compared titles using SequenceMatcher and Jaccard bigram similarity, but it failed to catch reworded versions. The author fixed it by improving the deduplication logic.