Resolving code review comments with ML

Code-change reviews are a critical part of the software development process at scale, taking a significant amount of the code authors’ and the code reviewers’ time. As part of this process, the reviewer inspects the proposed code and asks the author for code changes through comments written in natural language. At Google, we see millions of reviewer comments per year, and authors require …

authors change code core deep learning deepmind development engineer natural language processing part process review reviews scale semantic models software software development software engineer staff systems user-experience