# How to Review AI-Generated Python Code Efficiently

DevFeed: [How to Review AI-Generated Python Code Efficiently](<https://devfeed.tech/articles/how-to-review-ai-generated-python-code-efficiently-31493.md>)

Original publisher: [Read original article](<https://realpython.com/review-ai-generated-code/>)

Author: Leodanis Pozo Ramos

Published: 2026-09-16T14:00:00Z

Content type: tutorial

Language: en

Sources: [Real Python](<https://devfeed.tech/sources/real-python.md>)

Topics: [AI-assisted coding](<https://devfeed.tech/topics/ai-assisted-coding.md>), [Code review](<https://devfeed.tech/topics/code-review.md>), [Python](<https://devfeed.tech/topics/python.md>), [Pytest](<https://devfeed.tech/topics/pytest.md>), [coding](<https://devfeed.tech/topics/coding.md>)

Tags: [agents](<https://devfeed.tech/tags/agents.md>), [ai](<https://devfeed.tech/tags/ai.md>), [ai-coding-agents](<https://devfeed.tech/tags/ai-coding-agents.md>), [code](<https://devfeed.tech/tags/code.md>), [coding-agents](<https://devfeed.tech/tags/coding-agents.md>), [how-to](<https://devfeed.tech/tags/how-to.md>), [python](<https://devfeed.tech/tags/python.md>), [review](<https://devfeed.tech/tags/review.md>)

## AI overview

This tutorial presents a five-step workflow for reviewing AI-generated Python code. It recommends clarifying the code's intent, running automated checks such as ruff, mypy, bandit, and pytest, inspecting higher-risk areas, and confirming problems by running the code before fixing them.

## Source excerpt

Learn an efficient workflow to review AI-generated code in Python: run ruff, mypy, bandit, and pytest, then catch the bugs agents get wrong.