| What it does | A harness for comprehension: understand code better and faster, especially code AI agents write
| A coding agent CLI for local and hosted models
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| Stage | Not given
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| Founded | Not given
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| Based in | DE
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| Pricing model | Paid
| Open source
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| Pricing | $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 | - 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
| - Context discipline with prompt cache preservation
- Loop breaking detection and prevention
- Code verification with TypeScript typechecking
- Multiple work modes: plan, test-and-review, window, chat
- Kernel sandbox for shell commands on macOS
- Works with local and hosted models
- No telemetry
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| What makes it different | - 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
| - Designed specifically for small local models to reduce context waste and work efficiently
- Fails gracefully and communicates when stuck instead of spiraling
- Completely free and open source with no commercial edition or license key required
- Transparent and measured approach with A/B testing and published results
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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 |
| DR (Domain Rating by Ahrefs) | Not checked yet ● no change since last check | Not checked yet ● no change since last check |
| Trust Flow (Majestic) | 0 | 3 |
| Citation Flow (Majestic) | 18 | 19 |
| Referring domains (Majestic) | 18 | 14 |