| Overview |
Scalable AI compute platform built on Ray for deploying and fine-tuning large language models in production. |
Cursor is an AI-first code editor built on VS Code that deeply integrates AI assistance into the development workflow. It offers inline editing, codebase-aware chat, and multi-file editing capabilities that go beyond simple code completion. |
| Pricing |
Pay-per-use ($$-$$$$) |
Freemium ($0-40/mo) |
| Key Features |
- Ray-based
- Auto-scaling
- Fine-tuning
- Managed endpoints
- Multi-model
- GPU clusters
|
- AI code editing
- codebase-aware chat
- multi-file editing
- inline generation
- terminal integration
- VS Code compatible
|
| Pros |
- Built on Ray
- Excellent scaling
- Production-grade
- Fine-tuning support
|
- Deep AI integration
- Understands full codebase
- Multi-file editing
- Based on familiar VS Code
|
| Cons |
- Complex setup
- Higher learning curve
- Enterprise-focused pricing
|
- Separate editor from VS Code
- Can be slow on large projects
- Subscription for full features
|
