| What it does | Ontological knowledge graph that surfaces specification gaps, test coverage gaps, and unaddressed architecture standards before code ships
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| Stage | Not given
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| Founded | Not given
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| Based in | Not given
| ES
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| Pricing model | Freemium
| Open source
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| Pricing | Free CLI (MIT + Commons Clause licence, free for own projects including commercial software). Bootstrap Kit $149 one-time per repository (includes 12 months updates, unlimited team members, web visualiser, AI audit commands, architecture standards YAML, Docker setup, and Claude + Kimi Code CLI skill
| Free and open source under MIT license
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| Key features | - Reduced AI orientation tokens (71% fewer on Formbricks codebase)
- Requirements traceability from user stories through use cases to features to tests
- Automated requirement quality checks using 13 QUS criteria and 6 traceability rules without AI API key
- V-model 4-tier test coverage mapping (component, integration, use case flow, end-to-end)
- AI test quality audit across 7 AS-TEST dimensions
- Code scanning for Go, TypeScript, Python, Java, C# with automatic symbol and test linking
- Web visualiser with drill-down graph navigation and entity editor
- Parallel session coordination with in-progress marking
- Docker Compose setup with one-command initialization
| - Type-safe schema validation with Zod 4 or Standard Schema
- Dynamoose-compatible call shapes
- Query, scan and condition expressions
- Transactions and batch operations
- Codemod for dynamoose migration
- Date storage configuration
- Update expressions and operators
- Secondary indexes with type safety
- ES module and CommonJS builds
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| What makes it different | - Maps what a system is supposed to do and whether it's verified, not just what code contains or what chats remember
- Surfaces specification gaps that code review cannot detect because the requirement was never written down
- Session start in 30 seconds with three commands replacing ten minutes of manual code reading
- Eliminates duplicate implementations across 12 parallel AI sessions with one shared ontology
- Bootstrap kit ROI in 5 days at 10 sessions/day through orientation token savings
| - 93 to 854 times faster than dynamoose 4.2.0 on CPU benchmarks
- Automatic codemod for seamless migration from dynamoose
- Works with any Standard Schema, not just Zod
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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
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 4 ▲ +4 (up) since last check | 9 ● no change since last check |
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| Trust Flow (Majestic) | 3 | 10 |
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| Citation Flow (Majestic) | 19 | 27 |
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| Referring domains (Majestic) | 33 | 60 |
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SysEdge
DynoTable