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How to optimize the code review process to improve team collaboration?

2025-08-24 1.3 K
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AI-Enabled Intelligent Code Review Solution

A complete program for improving code review efficiency:

  • Automated Change Analysis: Intelligent identification of the scope of code change impact and related APIs.
  • Normative inspections: Automatically detect code patterns that violate coding norms.
  • Implementation steps::
    1. Creating a "Code Review Agent" dedicated agent
    2. Configure team code specifications and requirements documentation
    3. Submitting a Changeset or Pull Request to an Agent for Analysis
    4. View structured review reports and address recommendations

Optimization Recommendations:

  • Integration with Git workflows for automatically triggered reviews
  • Create auto-repair rules for common problems
  • Regularly train agents to adapt to code style evolution

The solution reduces code review time from hourly to minute level while improving issue detection rate by more than 50%.

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