New trend - concern about massive increase in code review load
TLDR Dev ● Covered by 2 sources
AI code generation tools like Claude and GPT-4.5 have dramatically increased the volume of code submissions, moving the software development bottleneck from coding to code review, prompting an explosion of AI-assisted code review tools since February. Companies are adopting dedicated tools like CodeRabbit and Greptile, while larger firms such as Uber, Cloudflare, and HubSpot build proprietary solutions with smart assignment and risk profiling features. The shift risks engineer burnout as reviewers struggle with volume, leading some to approve changes without meaningful scrutiny, while proposed alternatives like enhanced testing and verification remain experimental.
Why it matters
Engineering leaders are increasingly concerned about the rising workload associated with code reviews, especially as developers are perceived to be less thorough in their evaluations.
