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EngineeringAdvanced2小时搭建，长期自动运行

AI-Assisted Code Review: Automatically Detect Security Vulnerabilities and Performance Issues

Integrate AI code review into your CI/CD pipeline to automatically detect security vulnerabilities (SQL injection, XSS, secret leaks), performance bottlenecks, and code style issues on every Pull Request, generating specific fix suggestions. Reduce manual review time by 60% while improving code quality.

Steps

  1. 1

    Configure a PR-triggered workflow in GitHub Actions

  2. 2

    Extract the PR diff content and format it into a structured format

  3. 3

    Use the Claude API to analyze code changes and detect security/performance/style issues

  4. 4

    Generate a Markdown review report via AI and automatically comment it on the PR

  5. 5

    Configure rules to block PR merging when critical security issues are found

Recommended tools

ClaudeGitHub Actionsgit

Also available in 中文.