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Stacked Discrepancy Review is Async's Core Innovation to Improve Code Review Efficiency

2025-08-28 362

The stacked diffs review mechanism introduced by Async is a major improvement over traditional code review methods. When dealing with large development tasks, the system will intelligently decompose the task into multiple logical sub-tasks, each of which is presented as a separate commit, forming a stacked structure that can be reviewed layer by layer.

The advantages of this approach are.

  • Reviewers can examine each subtask modification individually to understand the intent of each change
  • Significantly reduces the cognitive burden associated with large PRs
  • Specific subtasks can be targeted for modification when problems are identified
  • The review process is more structured, improving the quality of feedback

Compared with the traditional single large PR review, stacked diffs increase review efficiency by more than 40%, which is especially suitable for fast-paced development teams and complex code change scenarios.

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