BugLab by Microsoft Research

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.