AI-Approved Waste: What a Second Pass on an AI-Built Extension Actually Caught

📰 Medium · Programming

Learn how a second pass on an AI-built extension caught critical issues like broken code and unnecessary permissions, highlighting the importance of human review in AI-assisted development

intermediate Published 20 Apr 2026

Action Steps

Review AI-generated code for broken functionality
Check permissions to ensure they are not overly permissive
Use tools to detect and remove dead code
Perform a second pass on AI-built extensions to catch critical issues
Integrate human review into the development pipeline to complement AI assistance

Who Needs to Know This

Developers and DevOps teams can benefit from understanding the limitations of AI agents in code review and the need for human oversight to ensure code quality and security

Key Insight

💡 AI agents can miss critical issues in code review, making human oversight essential for ensuring code quality and security