"Time to clean up human slop": Why AI now reviews code better than your teammate
Software engineer Avital Tamir argues that AI code review combined with rigorous self-review can replace slow peer review, cutting bottlenecks in dev teams — and her post is making the rounds because the title alone captures a sentiment many teams are quietly acting on. The piece
The shift matters because it inverts the classic CI pipeline: instead of code being reviewed by humans before merging, AI does a first pass that surfaces the obvious problems, freeing humans to focus on architecture and intent. Tamir notes the workflow works only when paired with strong tests and explicit style guides — meaning the AI reviewer's quality is bounded by what the team has already codified. It's the latest signal that "code review" is becoming an AI-augmented, multilayer discipline rather than a human-only activity.
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