AutoCodeRoverSG/auto-code-rover

• highreadme#1

  Add a concise introductory paragraph to the README

  Why:

  CURRENT

  # AutoCodeRover: Autonomous Program Improvement
  
  <br>
  
  <p align="center">
    
  </p>
  
  <p align="center">
    <a href="https://arxiv.org/abs/2404.05427"><strong>ArXiv Paper</strong></a>
    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
    <a href="https://autocoderover.dev/"><strong>Website</strong></a>
    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
    <a href="https://discord.gg/ScXsdE49JY"><strong>Discord server</strong></a>
  </p>
  
  <br>
  
  <br>
  
  > [!NOTE]
  > This is a public version of the AutoCodeRover project. Check the latest results on our website.

  COPY-PASTE FIX

  Copy

  # AutoCodeRover: Autonomous Program Improvement
  
  AutoCodeRover is a project structure-aware autonomous software engineer designed for autonomous program improvement. It has resolved 37.3% tasks (pass@1) in SWE-bench lite and 46.2% tasks (pass@1) in SWE-bench verified, with each task costing less than $0.7.
  
  <br>
  
  <p align="center">
    
  </p>
  
  <p align="center">
    <a href="https://arxiv.org/abs/2404.05427"><strong>ArXiv Paper</strong></a>
    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
    <a href="https://autocoderover.dev/"><strong>Website</strong></a>
    &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
    <a href="https://discord.gg/ScXsdE49JY"><strong>Discord server</strong></a>
  </p>
  
  <br>
  
  <br>
  
  > [!NOTE]
  > This is a public version of the AutoCodeRover project. Check the latest results on our website.

  OpenDoneDismiss
• mediumhomepage#2

  Add the project homepage URL to the repository's About section

  Why:

  COPY-PASTE FIX

  Copy

  https://autocoderover.dev/

  OpenDoneDismiss

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

• CATEGORY QUERY

  How can I automate fixing bugs and improving code quality in large software projects?

  you: not recommended
  AI recommended (in order):

  1. SonarQube
  2. DeepSource
  3. Snyk
  4. Codacy
  5. RefactorGPT
  6. ESLint
  7. Black
  8. Prettier
  9. Dependabot
  10. Renovate

  AI recommended 10 alternatives but never named AutoCodeRoverSG/auto-code-rover. This is the gap to close.

  Show full AI answer
• CATEGORY QUERY

  What tools can autonomously fix software bugs and make improvements with high accuracy?

  you: not recommended
  AI recommended (in order):

  1. GitHub Copilot
  2. DeepSource
  3. Snyk Code
  4. SonarQube
  5. AWS CodeGuru Reviewer
  6. Pylint (pylint-dev/pylint)
  7. ESLint (eslint/eslint)
  8. RuboCop (rubocop/rubocop)
  9. IntelliJ IDEA
  10. VS Code (microsoft/vscode)

  AI recommended 10 alternatives but never named AutoCodeRoverSG/auto-code-rover. This is the gap to close.

  Show full AI answer

• Metadata completeness

  warn

  Suggestion:

• README presence

  pass

• Compared to common alternatives in this category, what is the core differentiator of AutoCodeRoverSG/auto-code-rover?

  pass
  ⚠AI did not name AutoCodeRoverSG/auto-code-rover — likely talking about a different project

  AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

• If a team adopts AutoCodeRoverSG/auto-code-rover in production, what risks or prerequisites should they evaluate first?

  pass
  ✓AI named AutoCodeRoverSG/auto-code-rover explicitly

  AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

• In one sentence, what problem does the repo AutoCodeRoverSG/auto-code-rover solve, and who is the primary audience?

  pass
  ✓AI named AutoCodeRoverSG/auto-code-rover explicitly

  AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?