GuideAdvanced
Security for AI-Generated Code
45% of AI-generated code contains security flaws (Veracode 2025). Java: 72% failure rate. JavaScript: 43%. Python: 38%. XSS: 86% of AI code fails. Larger models don't generate more secure code. This guide teaches you to detect, prevent, and fix vulnerabilities in code produced by any AI tool — OWASP Top 10 applied to AI code, vulnerability patterns by language, detection tools, security review checklists, hardening techniques, and secrets management.
- 32
- lessons
- 6
- modules
- English · Spanish
- available in
- Yes
- certificate
- Free
- access
Outcomes
What you'll be able to do
- Interpretar datos de seguridad en código AI: 45% fallas, desglose por lenguaje y tipo de vulnerabilidad
- Aplicar OWASP Top 10 específicamente a patrones de código generado por AI
- Identificar patrones de vulnerabilidad comunes: SQL injection, XSS, path traversal, SSRF, secrets hardcodeados
- Configurar herramientas de detección automática: static analysis, dependency scanning, secrets detection
- Usar un checklist de security review para evaluar todo output de AI
- Aplicar hardening: sanitización, validación de input, output encoding, parameterized queries
- Definir políticas de secrets management: qué nunca pasarle al agente AI
- Ejecutar un security audit completo y producir un reporte profesional
Before you start
What you need to bring
It's for you if...
- Developers que generan código con cualquier herramienta AI y quieren asegurar que sea seguro
- Tech leads responsables de la calidad del código AI-generated en su equipo
- Security engineers evaluando el impacto de herramientas AI en la postura de seguridad
- DevOps engineers integrando security scanning en pipelines con AI
- Cualquier developer profesional que quiere el skill de security review para código AI
Requirements and materials
- Experiencia generando código con cualquier herramienta AI
- Conocimiento intermedio de Python, JavaScript/TypeScript, o Java
- Conceptos básicos de seguridad web: HTTP, HTML, forms, APIs
- SQL básico (para entender SQL injection)
- Command line y Git básico
- No se requiere experiencia previa en security — la guía construye desde cero
Content
The syllabus, module by module
Open any of them to see its lessons.
Common questions
What people usually ask
No limit. It's a free guide: come in whenever you like, as often as you like.
No. Modules run from easier to harder, but you can jump to the one you need. Progress is saved per lesson.
Whatever is needed is listed under “What you need to bring”, above. If nothing is listed there, you can start from zero.
In the Club's WhatsApp group, and every two weeks there's a live with an instructor where questions get worked through.
Yes. It's issued automatically once you finish every lesson, with a verifiable code you can share on LinkedIn.
Start whenever you like
What students say
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