BugLab by Microsoft Research

BugLab by Microsoft Research

Automated bug detection and repair for software development.

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BugLab is a system that automates the finding and fixing of bugs in software code. It uses advanced deep learning methods to detect issues quickly, without needing much labeled data.

By simulating a game where one part introduces bugs while another searches for them, it mimics how generative adversarial networks operate.

This approach allows developers to shift their focus away from routine bug fixes and engage with more challenging tasks. By streamlining the debugging process, BugLab enhances productivity and speeds up software delivery, ultimately leading to higher quality code.



  • Detect bugs in open-source projects
  • Automate code review processes
  • Improve software testing efficiency
  • Assist in debugging legacy code
  • Enhance developer productivity
  • Streamline software development workflows
  • Support continuous integration systems
  • Reduce time spent on bug fixes
  • Facilitate real-time bug reporting
  • Integrate with existing development tools
  • Automates bug detection and fixing
  • Saves developers time
  • Improves software quality
  • Learns from unlabelled data


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