8 ways to security-scan an AI-built or vibe-coded app compared: Semgrep, Snyk, GitHub code scanning, SonarQube, Aikido, OWASP ZAP, manual pentests, and config-level scans. What each catches, what each misses, and typical 2026 pricing.
Is your AI code secure? Is your Lovable app safe to launch? A 10-item founder-language checklist for Lovable, Cursor, and Claude Code apps. Each item: what, how to test, when to fix.