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Ray

ray · v2.8.2 • auto-updates

9
8.0

Debug with Ray to fix problems faster

brew install --cask ray
29
30-day installs
112
90-day installs
520
365-day installs
Install trend
Trust Score 9/10
Open source (Apache-2.0) +3
Active development +2
Licensed +1
Auto-updates +1
Not deprecated +1
Established (>1yr) +1
Low installs +0

Review

Mar 10, 2026

Ray is a powerful debugging tool designed for developers, particularly those working with AI and machine learning. It accelerates problem-solving in distributed computing environments, making it invaluable for data scientists and developers in ML workloads.

Ray helps developers debug and fix issues quickly, especially in AI and machine learning projects.

Maturity: Ray is a mature project with a large and active community, though it has a high number of open issues that could indicate areas for improvement.

Community: No relevant community discussion found on Hacker News or Reddit, indicating limited buzz outside of GitHub.

Pros

  • + Strong community support with high GitHub engagement
  • + Actively maintained with recent updates
  • + Essential for AI and ML development

Cons

  • - High number of open issues
  • - Limited community discussion
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Forks
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Issues
Apache-2.0
License
PythonLast commit: Mar 10, 2026

Community Mentions

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