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Keep the Prose, Re-Check the Nouns: A Token-Level Staleness Gate for Model-Drafted Docs

Most documentation pipelines I see spend all their guardrails on drafting and none on maintenance, which is exactly where model-written pages quietly decay. The conclusion up front: let a model draft freely, but force every sentence to carry its checkable nouns in backticks, then re-verify those no…

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Timeline · 2 reports

  1. 2026-11-07 06:58 · DEV Community — AI
    Sign the Sentence, Not the Section: A Claim-Signoff Gate for Model-Drafted Docs
  2. 2026-11-06 14:52 · DEV Community — AI
    Keep the Prose, Re-Check the Nouns: A Token-Level Staleness Gate for Model-Drafted Docs

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