| What it does | The agentic product management system built for product makers
| Open-source tool that turns an OpenAPI spec or schema into a local, runnable twin
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| Stage | Established
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| Founded | 2014
| 2023
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| Based in | US
| US
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| Pricing model | Freemium
| Open source
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| Pricing | Not given
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| Key features | - AI-powered product discovery to surface new opportunities
- Customer feedback analysis with statistically accurate findings
- AI product specification creation with delivery-ready specs
- Post-launch analytics measuring product outcomes
- AI-generated release notes and communications
- Real-time collaborative editing with version history
- Interactive roadmaps for alignment and planning
- Centralized customer feedback repository
- Product Portal for customer engagement and validation
- 25+ native integrations with feedback and analytics tools
| - REST API twin generation from OpenAPI spec
- Postgres wire protocol support
- Snowflake wire protocol support
- MCP server support
- Live behavior overlay on published specs
- One-command agent installation
- Deterministic test responses matching live behavior
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| What makes it different | - Specialized AI agent built for product management workflows with embedded best practices
- Every output is traceable to source documents and customer feedback
- Multiplayer collaboration by default, not single-player AI
- Organizational knowledge that compounds over time and survives personnel changes
| - No backend required, serves twins directly from specifications
- Supports multiple protocols: REST, Postgres, Snowflake, and MCP
- Production behavior fidelity through live behavior overlay
- MIT licensed open source with no cost
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| Free plan | Not given
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| Open source | Not given
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| Platforms | Not given
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| Public API | Not given
| Not given
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| Community votes | 0 | 0 |
| DR (Domain Rating by Ahrefs) | 81 ● no change since last check | 27 ▼ −1 (down) since last check |
| Trust Flow (Majestic) | 40 | 5 |
| Citation Flow (Majestic) | 53 | 39 |
| Referring domains (Majestic) | 6791 | 16 |