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Judging beautiful docs, AI fatigue, and tool slop

The article discusses the subjective nature of judging "beautiful" documentation, explores growing fatigue with AI-generated content in technical writing, and critiques the rise of "tool slop"—poor-quality output produced by over-reliance on software tools without critical human oversight.

Background

Tech writer Tom Johnson (idratherbewriting.com) shares candid reactions from judging a developer-documentation contest. He notes that winning entries rely more on solid structure and clear writing than on flashy tooling, and voices growing exhaustion with AI-generated "slop" — shallow, auto-produced content that looks polished but lacks real insight. The piece reflects a wider fatigue in the technical-communication field as practitioners grapple with pressure to adopt AI tools while maintaining quality and human nuance.

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