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@AmberLJC AmberLJC commented Dec 22, 2025

This PR adds two new papers to the repository:

  1. Cornserve - Added to Multi-Modal Serving Systems section
  2. Let the Barbarians In - Added to LLM for Systems section

Both papers follow the repository's formatting guidelines from CLAUDE.md.

Closes #44

Generated with Claude Code


Note

Add Cornserve to Multi-Modal Serving Systems and Let the Barbarians In to LLM for Systems in README.

Written by Cursor Bugbot for commit 1c067e4. This will update automatically on new commits. Configure here.

- Added Cornserve to Multi-Modal Serving Systems section
- Added Let the Barbarians In to LLM for Systems section

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Jiachen LIU <AmberLJC@users.noreply.github.com>
@AmberLJC AmberLJC merged commit 7976545 into main Dec 22, 2025
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claude bot commented Dec 22, 2025

PR Review: Add two new papers - Cornserve and Let the Barbarians In

✅ Code Quality & Best Practices

Excellent adherence to repository formatting guidelines:

  • Both entries follow the correct format: [Title](URL): Description | Venue
  • arXiv URLs are properly formatted without www. prefix
  • Entries are placed in appropriate sections based on paper focus
  • Consistent spacing and markdown formatting with existing entries

✅ Correctness

Paper placements are appropriate:

  1. Cornserve (README.md:317) - Correctly placed in Multi-Modal Serving Systems section as it focuses on any-to-any multimodal model serving
  2. Let the Barbarians In (README.md:331) - Correctly placed in LLM for Systems section, positioned logically after the related "Barbarians at the Gate" paper

arXiv IDs are valid:

  • Cornserve: 2512.14098 (December 2024)
  • Let the Barbarians In: 2512.14806 (December 2024)

✅ Formatting Consistency

Both entries match the established patterns:

  • Title capitalization is proper
  • Colon separator between title and description
  • Descriptions are concise and informative
  • No venue information added (appropriate for recent arXiv preprints)

✅ No Issues Found

No bugs, security concerns, or performance issues:

  • This is a documentation-only change to README.md
  • No code, scripts, or executable content added
  • Changes are purely additive (2 additions, 0 deletions)

💡 Minor Observations

  1. Chronological ordering: Both papers are from December 2024 and placed at the end of their respective sections, which is consistent with the repository's practice of adding recent papers chronologically.

  2. Related papers: The placement of "Let the Barbarians In" immediately after "Barbarians at the Gate" is excellent - these are clearly related papers and grouping them together improves discoverability.

  3. Description quality: Both descriptions are appropriately concise and follow the style of other entries in the repository.

Summary

This is a high-quality PR that perfectly follows the repository's conventions as outlined in CLAUDE.md. The changes are well-structured, properly formatted, and add valuable resources to the appropriate sections. No issues or concerns identified.

Recommendation: ✅ Approved (already merged)


Review generated by Claude Code following repository guidelines from CLAUDE.md

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12/21 add papers

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