| What it does | Private AI toolkit for dictation, transcription, notes, read-aloud, translation, and media tools that processes content on your device
| A harness-agnostic framework for AI coding tools
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| Stage | Startup
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| Founded | 2026
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| Based in | Not given
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| Pricing model | Freemium
| Open source
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| Pricing | Free: $0 forever on Android, iPhone, and iPad with voice typing, voice notes, and read-aloud. Pro: $15/month or $12/month billed annually ($144/year) for desktop apps on Windows, macOS, and Linux with unlimited dictation, transcription, and video captioning. Enterprise: Custom pricing for teams.
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| Key features | - On-device speech-to-text dictation into any app with live cleanup
- Meeting recording and transcription with speaker labels and editable notes
- Handwriting recognition to convert handwritten pages into typed, searchable notes
- Read-aloud for documents, ebooks and articles in 31 languages with audio export
- On-device image generation from text descriptions
- Chat with your notes for plain-language questions with cited answers
- On-device translation of notes, text and subtitle files
- Works offline once local models are installed
- Automatic video captioning exported as SRT format
- Works system-wide in text fields across desktop apps and as keyboard on Android
| - Configure plugins, skills, MCP servers, and hooks in a single harness.yaml file
- Observatory: monitor every session, tool call, and minute of activity
- Memory: persistent knowledge graph for AI orientation
- Comparator: run prompts across Claude Code, Cursor, and Copilot side by side
- Import existing configs from multiple AI coding tools automatically
- Share complete setup via single file with teammates
- Harness Parity: verify all connected AI tools end up with identical configuration
- Cross-harness compatibility table showing actual tool capabilities
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| What makes it different | - Core content processing runs locally on your device, not in the cloud
- No always-on microphones or data harvesting
- Built by a small team focused on quality over growth
- Single unified app across Mac, Windows, Linux, Android, iPhone and iPad
| - Import-first approach: reads existing configs from all your tools and converges them before you write YAML
- No marketing gloss: capability table generated at build time from actual adapter code, not hand-maintained
- Portable across tools: single harness.yaml travels with you to every machine and tool
- Open source and free: no cost beyond existing Claude subscription
- Based on open specification: Harness Protocol is vendor-neutral and JSON Schema validated
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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) | 39 ▲ +1 (up) since last check | 16 ● no change since last check |
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| Trust Flow (Majestic) | 19 | 0 |
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| Citation Flow (Majestic) | 30 | 20 |
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| Referring domains (Majestic) | 184 | 11 |
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Yaps
Harness Kit