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Dev.to
Dev.to
7/14/2026
Post-processing techniques for humanizing AI-generated content

Post-processing techniques for humanizing AI-generated content

Original: Making AI-written content sound less like, well, AI

Short summary

A practical overview of four post-processing techniques for making AI-generated content sound more human: a burstiness pass to vary sentence length, a contraction replacement engine, injecting specific numbers instead of vague language, and a banned-words sweep flagging ~80 AI-signature phrases. The author references their own sites as examples. The content is useful but light on implementation detail.

  • Burstiness pass targets standard deviation of 4-6 words in sentence length per paragraph
  • Contraction replacement and specific-number injection increase perceived authenticity
  • Banned-words list of ~80 AI-signature phrases flagged for manual review

Generated with AI, which can make mistakes.

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