Set Up an AI Code-Review Gate Like an Enterprise Dev Team
Catch issues before a human reviewer ever looks at the pull request.
Download workflow config (JSON)How the data moves
This is a handoff plan, not an automatic integration. Review outputs before the next step. Unlabeled arrows show order, not a verified data format. Use the capability links to explore tool substitutions.
Step 1
Define Your Quality Bar and Banned Patterns
Work with Claude to write down the coding standards and anti-patterns your project should never allow into main.
Step 2
Run an AI First-Pass Review on Every PR
Connect Qodo to your repository so it automatically reviews every new pull request against your defined standards.
Step 3
Run a Static Analysis Scan
Add SonarQube to your CI pipeline to catch code smells, bugs, and security hotspots that a language model might miss.
Step 4
Complete a Human Merge Checklist
Keep a short manual checklist for the final human reviewer covering business logic and edge cases the automated tools can't judge.
Tools
No catalog tool specified
Time Required
10 minutes per pull request
Expected Result
Every pull request gets an automated first-pass review and static analysis scan before a human merges it.
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