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Ray
Open-source framework for scaling AI and Python apps.
Visit Ray » ray.io
| Ray at a glance | |
|---|---|
| What it does | Open-source framework for scaling AI and Python apps |
| Category | Developer |
| Website | www.ray.io |
| Checked | Website working when last checked (2026-10-16) |
In their own words
“Ray is an open source framework for managing, executing, and optimizing compute needs. Unify AI workloads with Ray by Anyscale. Try it for free today.”
— from the Ray website
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How to choose
- Try it on your real codebase, not a demo. Results vary a lot by language and project size.
- Decide how much control you want: suggestions you accept line by line, or an agent that makes larger changes for you to review.
- Check your company's rules on sending code to outside AI services before you start.
Full guide to choosing developer tools »
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