README: trim AutoQuantize Latest News entry to title only

[realAsma]

The Latest News entry added in #2291 was too verbose, so this reduces it to the title-only style used by the rest of the list.

Summary by CodeRabbit

• Documentation
  • Shortened the AutoQuantize latest-news entry while preserving its date and link.

[coderabbitai]

No actionable comments were generated in the recent review. 🎉

ℹ️ Recent review info

⚙️ Run configuration

Configuration used: Path: .coderabbit.yaml

Review profile: CHILL

Plan: Enterprise

Run ID: c99f0386-da75-4451-ab0e-dfc94e461fa5

📥 Commits

Reviewing files that changed from the base of the PR and between 26efbf6 and 2bd4d68.

📒 Files selected for processing (1)

• README.md

Included review availability: Your plan provides up to 12 included reviews per hour; 11 remain after this review.

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📝 Walkthrough

Walkthrough

The AutoQuantize latest-news entry in README.md now contains only its date and blog link.

Changes

Documentation update

Layer / File(s)	Summary
Shorten AutoQuantize news entry README.md	The entry retains its date and blog link and removes its descriptive text.

Estimated code review effort: 1 (Trivial) | ~2 minutes

Merge Risk: ⚪ Minimal · up to 2bd4d

This is a localized documentation-only change with no actionable merge-blocking risk remaining after normal checks and review.

Suggested reviewers: shengliangxu, kevalmorabia97

🚥 Pre-merge checks | ✅ 6

✅ Passed checks (6 passed)

Check name	Status	Explanation
Description Check	✅ Passed	Check skipped - CodeRabbit’s high-level summary is enabled.
Title check	✅ Passed	The title clearly and concisely describes the README change: trimming the AutoQuantize Latest News entry to its title only.
Docstring Coverage	✅ Passed	No functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check. Docstring coverage is scoped to functions touched by this diff. Analyzed 0 functions across 0…
Linked Issues check	✅ Passed	Check skipped because no linked issues were found for this pull request.
Out of Scope Changes check	✅ Passed	Check skipped because no linked issues were found for this pull request.
Security Anti-Patterns	✅ Passed	PASS. The pull request changes only README.md, as shown by the committed diff. It adds no modelopt or examples Python changes, no dependency changes, and no security-sensitive code patterns. Therefore…

Full details: Docstring Coverage

Explanation

No functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check. Docstring coverage is scoped to functions touched by this diff. Analyzed 0 functions across 0 files. (1 skipped: 1 unsupported.)

Full details: Security Anti-Patterns

Explanation

PASS. The pull request changes only README.md, as shown by the committed diff. It adds no modelopt or examples Python changes, no dependency changes, and no security-sensitive code patterns. Therefore, none of the listed security failure conditions are introduced.

✨ Finishing Touches

🧪 Generate unit tests (beta)

• Create PR with unit tests
• Commit unit tests in branch beebot/readme-latest-news-trim

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_{Comment @coderabbitai help to get the list of available commands.}

[codecov]

Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 79.05%. Comparing base (de3eda8) to head (2bd4d68).
⚠️ Report is 1 commits behind head on main.

Additional details and impacted files

@@           Coverage Diff           @@
##             main    #2301   +/-   ##
=======================================
  Coverage   79.05%   79.05%           
=======================================
  Files         525      525           
  Lines       61109    61109           
=======================================
  Hits        48311    48311           
  Misses      12798    12798           

Flag	Coverage Δ
unit	55.81% <ø> (ø)

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[github-actions]

PR Preview Action v1.8.1
Preview removed because the pull request was closed.
2026-09-01 22:37 UTC