I started to wonder about when the Microsoft coding teams will start having one of their code improvement agents running on open source software on GitHub to suggest improvements by pull requests. Imagine if we had that type of learning agent improving and refining open source projects all the time to make things better and to initiate pull requests at some threshold of contribution level. This could be used as well to help find and fix known security vulnerabilities in repos that are posted to GitHub. We could also have a refinement layer for builds and branches that as code is produced does some additional deep research on the code and improvement suggestions. A whole world of possible GitHub and code repository improvements are going to be arriving soon based on what is now possible. It’s a huge door that is opening to really improve overall code quality and to make really big contributions across the open source code projects that make things run across a lot of foundational technological layers.

I checked out this code earlier today: https://github.com/Deep-Agent/R1-V