AI Code Review Pipeline Template
Template for an AI-driven code review pipeline. Integrate with GitHub, GitLab. Security, style, best practices.
This template describes how to set up an AI code review pipeline: from PR trigger to automatic analysis with LLM or specialized tools. Including CI/CD integration and blocker/waiver rules.
Variations
GitHub Actions + CodeRabbit
Pipeline with CodeRabbit or similar. Comments on PR, optional block merge.
Best for: GitHub teams wanting to start quickly.
Custom LLM Review
Own pipeline with LLM (Claude/GPT) analysing PR diff. Custom prompts per repo.
Best for: Teams with specific review criteria or compliance.
How to use
Step 1: Choose your tool (CodeRabbit, custom LLM). Step 2: Define rules and severity levels. Step 3: Configure CI trigger on PR. Step 4: Set blocker/waiver for critical findings. Step 5: Monitor and iterate on false positives.
Frequently asked questions
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