Translate Hugging Face blog post: Welcome Inkling by Thinking Machines

[Jwaminju]

Source: https://huggingface.co/blog/thinkingmachines-inkling

This PR adds a Korean translation draft for thinkingmachines-inkling.

Downstream handoff:

• SEO review should use the translation-flow manifest.
• Quality review should use the translation-flow manifest.

[github-actions]

HF Agent Review

Gate	Result
Quality	✅ Pass
SEO	✅ Pass

Head SHA: 4b58439fb65dd2d2e3c7ccf39995eed6dce7a125

Quality report — ✅ Pass

Quality Report

• Manifest: /home/runner/work/hugging-face-krew.github.io/hugging-face-krew.github.io/results/tmpayqru637.yaml
• Translation file: ../target/_posts/2026-07-15-thinkingmachines-inkling.md
• Source: https://huggingface.co/blog/thinkingmachines-inkling

Checks

• PASS: translation body is not empty
• PASS: no TODO marker remains
• PASS: code fences are balanced
• PASS: contains Korean prose
• PASS: source attribution exists

Metrics

• body characters: 23324
• Korean letter ratio: 40.53%
• code fence markers: 26
• TODO markers: 0
• fetched source characters: 0

SEO report — ✅ Pass

SEO Eval Report

Gate: ✅ PASS — deterministic gate only (rubric is stage-1 skeleton)

• File: ../target/_posts/2026-07-15-thinkingmachines-inkling.md
• Source: —
• Primary keyword: (none — D5 skipped)
• Mode: file

Gate

• Deterministic REQUIRED (D1–D7): ✅ pass
• Rubric (R1–R6): skeleton — not run (rubric not run (stage-1 skeleton))

Required checks (gated)

✅ alt_text_coverage: Alt text coverage: 5/5 images
✅ descriptive_alt_text: Descriptive alt text: 5/5 (≥80% recommend)
✅ image_files_exist: All 0 local image file(s) exist

Advisory checks (not gated)

⚠️ opening_summary: Opening 3 paragraphs: 40 words (recommend ≥50 for GEO)
⚠️ heading_hierarchy: Heading hierarchy: Invalid - Skip from H1 to H3: "SGLang"; Skip from H1 to H3: "멀티모달 비전"
⚠️ h1_count: Body H1 count: 4 (0 or 1 OK — layout renders title as H1; never multiple)
✅ citations: Citations/statistics: 181 (recommend ≥1 for GEO)
✅ question_headings: Scannable H2/H3 (question or keyword): 1 (1 question, 0 keyword)
⚠️ internal_links: Internal links: 1 (recommend 2-3)
✅ word_count: Word count: 3204 (recommend ≥300)
ℹ️ primary_keyword: No primary_keyword in manifest — keyword check skipped
⚠️ webp_format: WebP format: 0/5 images (≥50% recommend)
⚠️ lazy_loading: Lazy loading: 0 images (optional)

Frontmatter (advisory — written by metadata step, not gated)

✅ title: Title: 39 chars (recommend ≤60)
❌ description: Description is missing
✅ image: OG image: assets/images/blog/posts/2026-07-15-thinkingmachines-inkling/thumbnail.png
✅ categories: Categories: 2 (recommend 2-3)
✅ author: Author: dailybot

[github-actions]

PR Preview Action v1.8.1
🚀 View preview at https://hugging-face-krew.github.io/pr-preview/pr-171/
Built to branch gh-pages at 2026-07-16 03:35 UTC. Preview will be ready when the GitHub Pages deployment is complete.

[github-actions]

PR Preview Action v1.8.1
Preview removed because the pull request was closed.
2026-07-24 14:49 UTC