| What it does | Ontological knowledge graph that surfaces specification gaps, test coverage gaps, and unaddressed architecture standards before code ships
| Keep your GitHub docs as current as your code
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| Pricing model | Freemium
| Freemium
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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 plan (1 repository, 500 indexed files, 2 doc PRs/month, no card required); Starter $29/month ($290/year, 5 repos, 2,000 indexed files); Pro $79/month ($790/year, 15 repos, weekly Friday Cleanup); Team $199/month ($1,990/year, 50 repos, unlimited seats, priority indexing). 14-day free trial on p
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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
| - Automated codebase documentation generation from source code
- Documentation drift detection and flagging on pull requests
- MCP context endpoint for AI coding agents
- Friday Cleanup weekly documentation PRs
- Searchable interactive codebase documentation
- Public knowledgebases and hosted help centers
- Continuous documentation re-checking on every merge
- PR description alignment against team templates and conventions
- Scoped GitHub App access with no auto-merging
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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
| - Source-backed documentation stays in sync with actual code through continuous drift detection
- Never auto-merges; all documentation changes require human review and approval
- Provides MCP context to reduce agent rediscovery and give AI tools accurate codebase knowledge
- Friday Cleanup batches weekly documentation fixes into one reviewable PR
- Free plan with no credit card required to test on one real repository
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| Open source | Not given
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | Not checked yet ● no change since last check | 33 ● no change since last check |
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| Trust Flow (Majestic) | 3 | 5 |
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| Citation Flow (Majestic) | 19 | 37 |
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| Referring domains (Majestic) | 33 | 357 |
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