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docs(blog): rename the ~16k measurement's host noun in context-window-is-the-constraint - #9422

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docs(blog): rename the ~16k measurement's host noun in context-window-is-the-constraint#9422
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Fixes#9305

What

content/blog/context-window-is-the-constraint.mdx is a fourth host of the
~16k-token examples/app-crm measurement (README.md, metadata-driven.mdx,
how-ai-development-works.mdx are the other three, all already renamed by
#9293). The blog post still called the measured app "the entire business
system", which collides with the adopted "a complete CRM in under 150k
tokens" tagline from #9242 -- two claims both asserting to be the whole
business system, at two different token counts.

Renamed the host noun in the one sentence immediately following the table
(disposition C from the triage comment): "entire business system" ->
"whole example app", matching the exact phrase the other three hosts now use
post-#9293. Nothing else in the post changed -- numbers (31 / 1,792 /
~16,000 / 8% / 200k), the find … wc -l snippet, and the rest of the
argument are untouched. Frontmatter date: 2026-07-17 is untouched; this is
a dated post, not a living doc, so only the characterisation collision is in
scope (not a rewrite of the post's argument).

-That's the **entire business system**. Not a module of it — the data model, the+That's the **whole example app**. Not a module of it — the data model, the
UI, the automation, the access rules, all of it. It fits in about 8% of a
200k-token context window.

Consistency check across all four hosts (read, not swept)

Read how the other three now describe the measurement so this page would not
become a fourth different description:

  • README.md: "...is 31 files, 1,792 lines, roughly 16k tokens. That's
    the whole example app, in about 8% of a 200k-token context window."
  • content/docs/concepts/metadata-driven.mdx: "That's the whole example
    app
    -- about 8% of a 200k-token context window."
  • content/docs/getting-started/how-ai-development-works.mdx: "...1,792
    lines across 31 files, about 16k tokens
    . That's the whole example app,
    not a module of it."

All three converge on "the whole example app" as the host-noun phrase; this
PR brings the blog post's leading sentence into the same wording. The four
hosts do not fully diverge otherwise -- no further reconciliation performed
or needed.

Tests

  • node scripts/check-nul-bytes.mjs -- OK (6116 tracked text files scanned,
    no raw control bytes) at commit 5c517cf57.
  • node scripts/pm/dispatch-gates.mjs content/blog/context-window-is-the-constraint.mdx
    -- no check family names this path directly; content/blog/** is not an
    auto-gen or otherwise gated docs family (content/docs/releases/,
    content/docs/references/, **/translations/*.generated.ts do not apply
    here).
  • Diff is a single one-word phrase swap in prose; no package build/typecheck
    applies (docs-only, no code/schema touched).

Generated by Claude Code


Generated by Claude Code

…-is-the-constraint
The 2026-07-17 post is a fourth host of the ~16k-token app-crm measurement
that #9293 already renamed on three other surfaces (README, two docs pages).
It called the measured app "the entire business system", which collides with
the adopted "complete CRM in under 150k tokens" tagline (#9242) — two claims
both claiming to be the whole business system at different sizes.
Per the other three hosts' post-#9293 wording, rename only the host noun in
the sentence immediately following the table ("entire business system" ->
"whole example app"), matching the canonical phrasing now used everywhere
else. Numbers (31 / 1,792 / ~16,000 / 8% / 200k) and the surrounding argument
are untouched -- this is a dated blog post, not a living doc, so only the
characterisation collision is in scope.
Fixes#9305
@os-steveos-steve added the skip-changeset PR has no user-facing published change; bypasses the changeset gate label Aug 18, 2026 — with Claude
@github-actionsgithub-actionsBot added the documentation Improvements or additions to documentation label Aug 18, 2026
@os-steve
os-steve marked this pull request as ready for review August 18, 2026 00:50
@os-steve
os-steve added this pull request to the merge queueAug 18, 2026
@github-merge-queue
github-merge-queueBot removed this pull request from the merge queue due to failed status checks Aug 18, 2026
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⛔ merge queue 构建失败 — 先分诊,再决定要不要重排

队列构建 32086062275 红了。队列跑的是全量套件(PR 侧 CI 只跑 affected 子集),
所以失败的测试可能在本 PR 没碰过的包里 —— 那不是重排能修的。每次盲目重排都会让排在后面的所有 PR 重建一轮。

失败的 job(日志抽取,best effort):

  • Test Core (2/3) — 失败步骤: Run this shard's tests

    �[41m�[1m FAIL �[22m�[49m src/lint-startup-registry-verdict.corpus.test.ts�[2m > �[22mstartup open-vocabulary verdicts across packages/ (#4776)�[2m > �[22mno package records a verdict the boot can sti
    

历史信号:

  • 本 PR 过去 24h 无队列失败记录(首次)。
  • 过去 24h 队列共有 5 个失败构建(不含本次)。

分诊清单:

  1. 失败测试在本 PR 改动的包里 → 真回归,修 PR。
  2. 失败测试与本 PR 无关 → 在其他 PR 的同类评论里搜同名测试;出现过 ⇒ flaky 实锤,开 issue 修/隔离那条测试。修好前重排只会再烧一轮全队列。
  3. 两者都不是 → 可能与同组 PR 语义冲突;等前面的 PR 落地或失败出队后再重排一次即可,不要连续重排。

Generated by Claude Code · merge-queue-triage workflow (#4859)

@os-steve
os-steve added this pull request to the merge queueAug 18, 2026
Merged via the queue into main with commit 83e6016Aug 18, 2026
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@os-steve
os-steve deleted the claude/issue-9305-blog-16k-measurement branch August 18, 2026 01:33
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docs(blog): the 2026-07-17 context-window post is a fourth host of the ~16k measurement, still calling it "the entire business system"

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