ai-debt-scanner is a tool designed to check your code for hidden issues that slow down projects. It scans your code and finds things like AI-generated shortcuts, repeated bad patterns, and bloated structures that make your project harder to manage. The tool gives each issue a score to show how serious it is.
You do not need to know programming to use this tool. It works on many programming languages. The scanner helps keep your code clean and easier to fix over time.
Before you start, make sure your computer meets these requirements:
- Windows 10 or newer (64-bit recommended)
- At least 4 GB of free RAM
- 500 MB of free disk space
- Internet connection to download the program
No extra software like coding tools or libraries is needed. The program is a standalone application.
You can get the tool from the official releases page. Follow these steps to download and run it on your Windows computer:
- Click on the big blue button below. It takes you to the release page where you find the latest version of ai-debt-scanner.
-
On the GitHub releases page, look for the latest Windows version. It will usually have a
.exefile inside the assets list. -
Click the
.exefile to download it to your computer. Save it somewhere easy to find, like your Desktop or Downloads folder. -
After the download finishes, open the
.exefile by double-clicking it. Windows may ask for permission to run the file; click Yes to allow it. -
The program will open a window where you can start scanning your code.
Once the application is open, here is how to check your project:
-
Click the "Load Project" button.
-
Browse to the folder where your project code is stored on your computer.
-
Select the project folder and confirm.
-
The scanner will analyze the files. This may take a few minutes depending on project size.
-
After scanning, you will see a list of detected issues. Each one shows a description and a score for importance.
-
Click an issue to learn more about the problem and how to fix it.
-
Use the provided suggestions to clean up your code.
The interface uses simple buttons and menus. You do not need to write any commands or code.
-
Multi-language support: Works with popular programming languages like Python, JavaScript, Java, and C#.
-
AI code pattern detection: Finds lazy coding habits created by AI tools or quick fixes.
-
Structural checks: Spots duplication, unnecessary code layers, and bloated functions.
-
Weighted scoring: Scores issues by their likely impact on project quality and maintainability.
-
User-friendly report: Presents issues clearly with explanations and recommendations.
-
Fast scanning: Designed to work quickly on small and medium projects.
-
No coding needed: Designed for users without programming knowledge.
-
Regular updates: The tool gets improvements based on new coding trends and feedback.
To update the software, repeat the download steps from the releases page. Remove the older version by deleting the old .exe if you like, then run the new file. Your settings and scanned reports do not get deleted.
Check the releases page regularly to get improvements and new features.
-
The program does not start: Make sure you clicked “Yes” on any Windows warning about running the application.
-
Project folder does not load: Confirm the path is correct and points to a folder with code files.
-
Scan takes too long: Large projects will take longer. Try scanning smaller parts if needed.
-
No issues found but you expect some: The scanner looks for specific patterns. Some problems might need manual checking.
-
Error messages: Note the message and try restarting the program or your computer.
If problems continue, open an issue on the GitHub page for help.
ai-debt-scanner is best used as a helper to support manual code review. The tool shows potential problems but does not automatically fix anything. It encourages better coding habits over time.
Use this software regularly to track changes in your project quality. It helps reduce the hidden ‘technical debt’ that can increase maintenance costs or slow down development.
Visit the releases page below to get the latest version for Windows:
Use the instructions above to download and run the .exe file on your system.