| What it does | Save assets once. Reuse in every project.
| A harness for comprehension: understand code better and faster, especially code AI agents write
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| Stage | MVP
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| Founded | Not given
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| Based in | Not given
| DE
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| Pricing model | Freemium
| Paid
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| Pricing | Free: 10 saved assets, 1 MB storage. Pro: $19/month for 150 saved assets, 10 MB storage. Team: $49/month for up to 4 members, 500 shared assets, 30 MB shared storage.
| $15 a month, free for a month from the first launch. One subscription covers all your Macs. Billed monthly through Polar; cancel anytime in the customer portal.
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| Key features | - External memory for AI coding agents
- Team shared libraries across projects
- MCP server integration with Cursor, Claude Code, Codex, and more
- Save and retrieve assets by name
- Collaboration across agents and repositories
- Versioned searchable asset storage
- Automatic versioning when you save
- Organize library with tags
| - User journey visualization for pull requests showing blast radius and impact
- AI-generated flow diagrams from code using Claude
- Drill-down to actual code and methods behind each step
- Call graph visualization showing method relationships
- AI question answering about code steps using Claude
- Offline analysis for most languages with .NET SDK support for C#
- GitHub integration for private repository access
- Persistent layout between runs for consistent navigation
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| What makes it different | - Reduces token costs by fetching existing assets instead of regenerating them
- Eliminates copy-paste archaeology with named asset retrieval
- Lives outside individual projects and repositories for cross-project reuse
- Works with multiple AI coding tools through single MCP connection
| - Visualizes code as interactive maps with user journeys showing the full blast radius of changes
- Runs locally on your Mac with only Claude API calls going over the network
- AI-generated flow diagrams connect pull requests to actual business logic via real code methods
- Uses language-specific parsers for accurate code analysis instead of heuristics
- One subscription covers all your Macs with no signup or card required for first month
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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) | 3 ● no change since last check | Not checked yet ● no change since last check |
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| Trust Flow (Majestic) | 20 | 0 |
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| Citation Flow (Majestic) | 20 | 18 |
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| Referring domains (Majestic) | 15 | 18 |
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