AI coding assistants and autonomous agents are accelerating how fast code ships, but they don't verify what they produce. That responsibility still falls on every development team.

This checklist distills six essential evaluation criteria into a practical framework for engineering leaders assessing code quality and security platforms. 

Use it to compare vendors, align stakeholders, and ensure your next investment can handle the volume, complexity, and governance demands of AI-generated code.