what it does vs AI Eyes
Comprehensive feature analysis, ratings breakdown, platform compatibility, and community review comparison.
what it does
Know what your app does — even the parts you didn't write
Detailed Feature Comparison Matrix
Compare Other Tools| Dimension | what it does |  AI Eyes |
|---|---|---|
| Primary Category | Open Source | Open Source |
| Community Rating | No ratings(0 reviews) | No ratings(0 reviews) |
| Community Upvotes | 10 votes | 63 votes |
| Supported Platforms | Web | Web |
| Tags & Focus | #Developer Tools#Open Source#GitHub | #Developer Tools#Open Source#Privacy#OpenAI Day |
| Maker / Company | Independent Developer | Independent Developer |
| Platform Verification | Community Listing | Community Listing |
About what it does
what it does is a specialized developer tool designed to give you a comprehensive understanding of your application's capabilities, rather than just tracking line-by-line code changes. Traditional tools show you what changed in your codebase, but what it does maps out every entry point, identifies what data each entry point touches, and verifies whether authentication or authorization checks are in place to see who is asking.
Built with privacy and security in mind, the tool reads your code statically without running anything. It requires no account creation, performs zero uploads, and collects no telemetry. With a single command, it generates a standalone, offline-ready HTML file detailing your application's behavior. When scanned again, it reports shifts in application behavior rather than simply noting which lines of code moved. Distributed under the MIT license, the core tool is completely free, while a paid GitHub Action is available to automate these checks on every pull request (and is free for public repositories).
Pros of what it does
- Maps application capabilities, entry points, and data touchpoints rather than just code diffs
- Performs static analysis without needing to run the application
- High privacy: requires no account, makes no uploads, and includes no telemetry
- Generates a single, offline-capable HTML report with a single command
- Open-source and free under the MIT license
Cons of what it does
- Automated checks on pull requests via GitHub Action require a paid tier for private repositories
- Focused strictly on behavior and entry points rather than traditional line-by-line code review
Frequently Asked Questions
How does 'what it does' analyze code?
It reads your codebase statically without actually running the application, identifying every entry point, what data it touches, and whether authentication checks exist.
Is the tool free to use?
Yes, the core tool is open-source and free under the MIT license. Additionally, the GitHub Action is free to use on public repositories.
Do I need an account or internet connection to view reports?
No. The tool runs locally via a single command that writes a single HTML file capable of working completely offline, with no account or data uploads required.
About AI Eyes
AI Eyes is a permission-first co-presence prototype designed for AI companions. Created by developer Deen Storkey, this open-source tool establishes a privacy-focused, local-first foundation for managing what your digital companions can see and hear.
With its initial v0.1 release, AI Eyes allows users to choose a specific screen or window to capture and gives granular, separate controls for screen, system audio, and microphone inputs. The interface makes it easy to invite named companions and ensures transparency by always displaying when sensing is active. Users can pause or end sessions at any time; ending a session immediately stops all media tracks and resets the session completely.
Built using Codex and GPT-5.6, this prototype is focused entirely on local-first permission, presence, and session-control. Please note that in this foundational stage, no external AI provider or semantic understanding has been connected yet.
Pros of AI Eyes
- Privacy-focused, local-first permission architecture
- Separate, granular control over screen, system audio, and microphone capture
- Clear visual indicators showing when active sensing is occurring
- Open-source code base allowing developers to review and build upon the prototype
Cons of AI Eyes
- It is a prototype (v0.1) and does not yet have an active AI provider or semantic understanding connected
- Limited to foundational capture and session-control features at this stage
Frequently Asked Questions
What is AI Eyes?
AI Eyes is an open-source, permission-first co-presence prototype built to manage what AI companions can access. It provides local-first controls over screen sharing, audio, and session state.
Does AI Eyes currently analyze my screen or voice?
No. In the v0.1 release, no AI provider or semantic understanding is connected. The prototype is currently a local-first foundation focused on permission, capture, presence, and session-control.
How do I control my privacy while using AI Eyes?
AI Eyes lets you choose exactly which screen or window to capture and gives you separate toggle controls for your screen, system audio, and microphone. There is also a clear indicator to show when sensing is active, and you can pause or end the session to stop all media tracks instantly.
What technologies were used to build AI Eyes?
The AI Eyes prototype was built using Codex and GPT-5.6.