Metabob is an AI tool designed for code refactoring and debugging. Leveraging graph neural networks and large language models, Metabob detects and explains coding problems, offering resolutions to enhance code quality and maintainability.

  • Graph Neural Networks (GNNs): Utilizes GNNs with an attention mechanism to comprehend both semantic and relational markers, enabling a more complete representation of the input and accurate detection and classification of problematic code.
  • Large Language Models (LLMs): Integrates LLMs, such as GPT, to generate context-sensitive explanations and resolutions for detected code problems, leveraging billions of parameters and an attention mechanism.
  • Actionable Insights: Provides key metrics on code quality, developer productivity, and common code problems, giving teams a comprehensive view of their project’s code quality and reliability.
  • Code Refactoring and Autofix: Offers refactoring suggestions to improve code quality and maintainability, saving developers time and increasing productivity by facilitating code review and enhancing software security.

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