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App Security•Aug 14, 2026•7 min read

Security Scan Tools for AI-Built Apps Compared: 8 Options for 2026

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.

AI code security vibe coding security security scanner comparison Semgrep vs Snyk Supabase RLS code audit tools

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