How to review AI-generated changes before merging

📰 Dev.to AI

Learn to review AI-generated code changes with a stricter pass for intent, side effects, tests, security, and merge safety

intermediate Published 1 Sept 2026

Action Steps

Read the pull request description to understand the goal of the change
Review AI-generated code changes like human code, focusing on syntax and logic
Check for hidden side effects and potential security vulnerabilities
Verify that automated tests cover the changed code
Evaluate merge safety to prevent conflicts or errors

Who Needs to Know This

Developers and DevOps teams benefit from this knowledge to ensure reliable and secure code integration

Key Insight

💡 Treat AI-generated code with a stricter review process to ensure intent, security, and reliability

Full Article

Short answer: Review AI-generated changes in a pull request exactly like human code, but add a stricter pass for intent, hidden side effects, tests, security, and merge safety before approval. Review AI-generated changes in a pull request exactly like human code, but add a stricter pass for intent, hidden side effects, tests, security, and merge safety before approval. Start with the goal of the change, not the model output. Read the pull request description, th

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