| Overview |
Scalable AI compute platform built on Ray for deploying and fine-tuning large language models in production. |
An incident management and alerting platform from Atlassian for on-call scheduling, escalation, and alert routing. |
| Pricing |
Pay-per-use ($$-$$$$) |
Subscription ($9-$29/user/month) |
| Key Features |
- Ray-based
- Auto-scaling
- Fine-tuning
- Managed endpoints
- Multi-model
- GPU clusters
|
- Alert management
- On-call scheduling
- Escalation policies
- Incident management
- Runbooks
- Analytics
- Integrations
- Mobile app
|
| Pros |
- Built on Ray
- Excellent scaling
- Production-grade
- Fine-tuning support
|
- Affordable
- Good Atlassian integration
- Strong mobile app
- Flexible routing
|
| Cons |
- Complex setup
- Higher learning curve
- Enterprise-focused pricing
|
- Being merged into JSM
- UI can be complex
- Alert fatigue
- Limited standalone future
|
