Before deploying AI-generated code, apply a specific security checklist (SQL injection, exposed secrets, input validation) — don't assume it's secure just because "it works".

Gather team, ask: "How could you destroy our company in 5 yrs?". Answers = vulnerabilities to fix before a competitor does.