Audit AI-generated code

Beginner
Developer
Student
Visual Studio Code

Learn how to review and audit code generated by AI assistants, identifying incorrect information, inefficiencies, bugs, and security issues.

Learning objectives

After you complete this module, you'll be able to:

  • Recognize incorrect information and assumptions in AI-generated code

  • Audit AI-generated code for inefficiencies and performance issues

  • Identify security risks in AI-generated code, such as injection and hardcoded secrets

  • Apply effective code review techniques to AI-generated solutions

  • Evaluate AI-generated code and decide whether it's ready for production

Prerequisites

  • Basic Python knowledge, including functions, lists, dictionaries, and loops

  • Experience working with an AI coding assistant like GitHub Copilot