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Several differently shaped navy tags flow into a funnel and come out as one teal tag, while a single coral tag is set aside
  • blog-author-img-1 Bishwanath Parajuli
  • Oct 04,2026
  • Technology

Terminology consistency in documentation: one term per concept, enforced with Vale

Synonyms in your docs confuse AI agents and search. Learn how to pick one term per concept, keep a glossary and let Vale flag the wrong word in every PR.

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A teal scanning beam passing over stacked navy document pages, ticking their surfaces, while a coral flaw sits inside one page out of reach
  • blog-author-img-1 Bishwanath Parajuli
  • Oct 01,2026
  • Technology

AI agent readiness score: what Mintlify, Fern and AFDocs actually check

Mintlify, Fern and AFDocs grade docs for AI agent readiness using one open spec. Learn what the score measures, how to run it, and what an A grade leaves out.

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Abstract code blocks of teal and navy bars travel along a conveyor through a checking gate, with a coral chain link joining two blocks
  • blog-author-img-1 Bishwanath Parajuli
  • Sep 27,2026
  • Technology

Documentation code samples that work: complete, tagged and tested in CI

Learn what makes documentation code samples complete, why language tags help AI agents, and how to test samples and check their links in CI.

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Recent posts
  • Thumbnail for blog post: Terminology consistency in documentation: one term per concept, enforced with Vale
    Oct 04,2026 Terminology consistency in documentation: one term per concept, enforced with Vale
  • Thumbnail for blog post: AI agent readiness score: what Mintlify, Fern and AFDocs actually check
    Oct 01,2026 AI agent readiness score: what Mintlify, Fern and AFDocs actually check
  • Thumbnail for blog post: Documentation code samples that work: complete, tagged and tested in CI
    Sep 27,2026 Documentation code samples that work: complete, tagged and tested in CI

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