AI code needs testing and review

AI coding personas can help explain concepts, draft code, suggest fixes, and plan projects. They can also produce incorrect code, miss edge cases, suggest outdated APIs, or overlook security concerns.

Before using generated code in a real project, test it locally, read it carefully, check dependencies, review licenses, and get qualified human review when the stakes are high.