Microsoft Research’s new paper, ‘Self-Supervised Bug Detection and Repair’, presents a deep learning-based approach to finding and fixing bugs in software code. This paper highlights the potential of deep learning to help developers deliver better software, faster.

Benefits to the user include:

  • Faster bug detection and repair times
  • Improved accuracy of bug detection
  • Easier maintenance of code as bugs are identified and fixed earlier in the development process

Possible use cases for this service include leveraging the power of GPT text generation for automated bug detection and repair tasks, as well as for natural language processing applications such as summarizing code or spotting anomalies in code.

Screenshots

BugLab by Microsoft Research - website homepage screenshot