Coming Soon - Ensemble Cloud is currently in the design phase. This documentation is a preview of planned features.
What is Ensemble Cloud?
Ensemble Cloud is a managed service that provides a visual interface for editing, versioning, and testing your prompts, SQL queries, and configurations. Unlike other platforms, your data stays in Git—we’re just the UI layer. The key difference: Your repository is the source of truth. We provide the editing experience, you own the data.Planned Features
Visual Editor
Edit prompts, SQL queries, and configs with syntax highlighting and validation
One-Click Versioning
Version and tag changes directly from the UI using Edgit under the hood
A/B Testing
Run multivariant experiments to find optimal component versions
Team Collaboration
Let analysts and non-technical team members iterate without touching code
Git-Native Architecture
Think PromptLayer’s editing experience, but Git-native instead of proprietary storage.Your Repo, Your Data
Your Repo, Your Data
All changes are committed to your Git repository. No lock-in, no proprietary database.
Powered by Edgit
Powered by Edgit
Uses Edgit’s versioning system under the hood. All CLI commands work with Cloud changes.
Standard Git Workflow
Standard Git Workflow
Create branches, open PRs, run CI/CD—just like code. Because it is code.
Bring Your Own Git
Bring Your Own Git
Connect your GitHub, GitLab, or Bitbucket. We never store your components.
Use Cases
Prompt Engineering
Let your prompt engineers iterate rapidly without waiting for dev cycles
SQL Development
Edit and version analytical queries with immediate validation
Config Management
Update model parameters, API configs, and feature flags visually
A/B Experiments
Test multiple component versions in production and track performance
Pricing
Generous free tier planned:- Unlimited repositories
- Unlimited team members
- Core editing and versioning features
- Community support
- Advanced A/B testing and analytics
- Real-time collaboration
- Priority support
- Custom deployment workflows
Compared to Other Platforms
| Feature | Ensemble Cloud | PromptLayer | LangSmith |
|---|---|---|---|
| Data Storage | Your Git repo | Their database | Their database |
| Versioning | Git tags (Edgit) | Proprietary | Proprietary |
| CLI Access | Full support | Limited | Limited |
| Open Runtime | Yes (Apache 2.0) | No | No |
| Vendor Lock-in | None | High | High |