Metabob

What is Metabob?

Metabob is an AI code review tool that uses generative AI and graph-attention networks to review code and improve software security. It detects, explains, and fixes coding issues, whether introduced by humans or other AI. It can identify and classify hundreds of code problems based on context — issues that standard static code analysis tools often miss — helping prevent known vulnerabilities from reaching your main codebase.

How It Works

Metabob uses a Graph Neural Network with an attention mechanism to understand both the meaning of the code and the relationships between its parts. Once it finds and categorizes a problem, the information is passed to a Large Language Model, which generates a context-specific explanation and suggests a fix.

Key Capabilities

• Detects and classifies a range of code issues, including race conditions and unhandled edge cases
• Provides recommendations tailored to your code, easing maintenance and improving security
• Supports on-premises deployment and customization to detect problems specific to your team’s work
• Built to meet major industry security standards, including SANS/CWE top 25, OWASP top 10, and MITRE CWE

Benefits

Metabob helps prevent security flaws before they become problems, supports compliance with industry standards, provides insights into project metrics and team productivity, suggests refactoring opportunities, and helps find and fix software bugs and security issues.