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description: Metabob's features!
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# Our Features

## Problem and vulnerability detection

Metabob is an AI-based static code analysis tool that detects problems using a Graph Neural Network (GNN) trained on millions of code problems and their surrounding documentation. Metabob detects problems and vulnerabilities from hundreds of different categories, ranging from race conditions and memory leaks to rights control issues.&#x20;

Some of Metabob's detections are also not problems per se, but suggestions to improve code readability and maintainability.&#x20;

<figure><img src="https://3479473881-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FJ7g5rsHwgzgAdkBq6IaU%2Fuploads%2FctrYIk0nP3cxexajdkTE%2FMetabob%20detected%20problem.png?alt=media&#x26;token=2edf7f44-9a01-4989-9ef2-98a67872e3ac" alt=""><figcaption></figcaption></figure>

## Natural language explanations for detected problems and vulnerabilities

After detecting a problem in the analyzed code, Metabob explains the detections in natural language to describe what the problem is about.

<figure><img src="https://3479473881-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FJ7g5rsHwgzgAdkBq6IaU%2Fuploads%2Fc3cm9dOqRQMk7wrPvMGr%2FMetabob%20Explained%20Problem.png?alt=media&#x26;token=1f6338a4-33a1-4b38-af27-1a662644765d" alt=""><figcaption></figcaption></figure>

## Code recommendations to fix detected problems (VS Code)

Metabob's VS Code extension allows users to generate code recommendations to fix the detected problems utilizing the integrated Large Language Model (LLM).

<figure><img src="https://3479473881-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FJ7g5rsHwgzgAdkBq6IaU%2Fuploads%2FNrXNxgK35pNsteqKPI6B%2FMetabob%20fixed%20problem.png?alt=media&#x26;token=1ed59f51-e8c2-4957-9326-1daf3040e4ae" alt=""><figcaption></figcaption></figure>
