Metabob

Metabob offers advanced AI code review services aimed at refactoring and debugging, available as an extension for VS Code, GitHub, Bitbucket, and Gitlab. It supports a wide range of programming languages including Python, JavaScript, TypeScript, Java, C++, and C. Utilizing proprietary graph neural networks (GNNs) and large language models (LLMs), Metabob detects, explains, and fixes coding problems with contextual understanding. The tool is trained on millions of bug fixes performed by experienced developers, allowing it to detect complex issues across codebases and automatically generate fixes. Metabob ensures compliance with software security industry standards such as SANS/CWE top 25, OWASP top 10, and MITRE CWE by detecting known security vulnerabilities. Key features include a minimal false positive rate (< 5%), security gate integration, and secrets scanning. It provides debugging and refactoring recommendations to enforce code quality and best practices. Metabob can be deployed on-premise on private clouds and customized to detect relevant problems, outperforming traditional static code analysis tools like Sonarqube and linters. By automatically identifying and explaining regions of code likely to contain specific types of issues, and generating context-sensitive code recommendations, Metabob increases developer productivity and has a higher detection rate of critical errors.