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Add GLM-5.3 coding plan review article (zh+en) - #91

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WhiteWorld merged 1 commit into
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editor/glm-5.3-review
Aug 15, 2026
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Add GLM-5.3 coding plan review article (zh+en)#91
WhiteWorld merged 1 commit into
mainfrom
editor/glm-5.3-review

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Summary

GLM-5.3 review article (topic A) by @editor (author), bilingual (zh/en). Draft for QA verification; no merge/deploy by the author.

Items

  1. New guide: src/content/guides/glm-5.3-coding-plan-review.md + src/content/guides-en/glm-5.3-coding-plan-review.md

    • 6 sections: launch background → benchmark → plan analysis (5h limit / peak-off-peak pricing) → Claude Code harness integration → value conclusion → data-update note
    • Governance fields: article_type: review, pillar: plans, content_status: keep, locale_strategy: mirrored
    • Internal links: minimax-coding-plan-vs-glm-coding-plan as further reading; no duplication with existing static plan comparisons
  2. Branch based on latest main (includes Add DeepSeek Harness intro article: plugin-based agent framework (zh+en) #90 DeepSeek Harness) — no extra merge needed

Related (separate PR)

  • data/apis/zhipu-coding-plan.yaml refresh (GLM-5.3) ships as an independent Draft PR (per plan: data PR merges first, then this article)

Verified (by @dev)

  • npm ci, npm run build (313 pages, +2), check:seo — pass
  • content:check --strict: 0 ERROR / 0 WARN
  • npm audit: 0 vulnerabilities
  • PR CI: will report below

Handoff

  • Ready for @qa verification; QA GO → @cindy notifies owner to merge (after the data PR)

@vercel

vercel Bot commented Aug 14, 2026

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Project Deployment Actions Updated (UTC)
codepick Ready Ready Preview Aug 14, 2026 3:18pm

@WhiteWorld
WhiteWorld marked this pull request as ready for review August 15, 2026 02:19
@WhiteWorld
WhiteWorld merged commit a94f68c into main Aug 15, 2026
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@chatgpt-codex-connector chatgpt-codex-connector Bot left a comment

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💡 Codex Review

Here are some automated review suggestions for this pull request.

Reviewed commit: 94eba90719

ℹ️ About Codex in GitHub

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  • Open a pull request for review
  • Mark a draft as ready
  • Comment "@codex review".

If Codex has suggestions, it will comment; otherwise it will react with 👍.

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- **Pro**: ~400 prompts per 5-hour window — tight for heavy agent use
- **Max**: ~1,600 prompts per 5-hour window — unlikely to trigger

For developers using agent tools like Claude Code or Codex, a single task can involve dozens of tool calls (read file, write file, execute command), each counting as a prompt. So:

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P2 Badge Use the plan's actual prompt accounting

Do not count every agent tool invocation as a full plan prompt. The existing quota definition in src/content/compare-en/minimax-coding-plan-vs-glm-coding-plan.md:49-54 states that one Zhipu prompt represents roughly 15–20 model calls, with an additional model multiplier. Treating each read, write, or command as one prompt substantially overstates how quickly users exhaust the quota and undermines the subsequent tier recommendations; the mirrored Chinese paragraph has the same error.

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At the time of publication, the site's `data/apis/zhipu-coding-plan.yaml` still reflects GLM-5.1 / v2. Model version and pricing changes for GLM-5.3 will be synced via a separate data PR, with `content:check` and build re-verified at that time.

> Further reading: Check out our [Zhipu GLM vs Volcengine Ark Coding Plan comparison](/en/compare/minimax-coding-plan-vs-glm-coding-plan) and [AI Coding Cost Comparison 2026](/en/compare/ai-coding-cost-comparison-2026).

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P2 Badge Point the further-reading link to the named comparison

The link is labeled as a Zhipu-versus-Volcengine comparison, but its target is the existing MiniMax-versus-Zhipu article, so readers are sent to a different comparison than promised. Either rename the link to MiniMax vs Zhipu or provide the intended Volcengine route; the Chinese mirror contains the same mismatch.

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