| What it does | AutoML that just works. Keep training local.
| AI agents say done. rightcommit proves it.
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| Stage | MVP
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| Founded | Not given
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| Based in | Not given
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| Pricing model | Free trial
| Open source
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| Pricing | Free beta with no billing. Paid plans launching in the future; pricing not yet announced. Join the waitlist for paid plans without payment or purchase commitment.
| Free to self-host under FSL-1.1-ALv2. No license fee; pay only for AI model usage with your own accounts.
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| Key features | - Python SDK for tuning suggestions
- Local model training with remote suggestions
- Supports classification and regression
- Included CPU demo workloads
- Efficient observation budget allocation
- Model ranking and selection
- Reference scheduler implementations
- HTTPS secure communication
| - Visual workflow canvas with drag-and-drop design
- Project Manager assistant that converts goals into workflows
- Automatic tests and independent agent reviews before approval
- Version control with SHA-256 fingerprints and line-by-line diffs
- Cost breakdown by step, agent, model and run
- Integrations with GitHub, Azure DevOps, ServiceNow, Jira and Confluence
- MCP and A2A support for custom tools and agent-to-agent workflows
- Configurable autonomy from interactive to fully unattended
- Encrypted credential storage with keys never sent to browser
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| What makes it different | - Trains locally, not on the service—your models and data stay on your computer
- Efficient tuning using only half the observation budget of full training
- Outperforms reference schedulers in benchmarks on diverse datasets
- Free beta with no billing or account costs
| - Code and credentials stay on your servers, never sent to AI agents
- Independent reviews by second agent before any approval
- No automatic code pushes or deployments without your confirmation
- Transparent per-step cost tracking with input/output tokens and reasoning costs
- Fair Source license allows professional services for clients
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| Community votes | 0 | 0 |
| DR (Domain Rating by Ahrefs) | Not checked yet ● no change since last check | Not checked yet ● no change since last check |
| Trust Flow (Majestic) | 3 | 0 |
| Citation Flow (Majestic) | 13 | 0 |
| Referring domains (Majestic) | 2 | 0 |