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08

Security & Code Quality

> secure_by_default(ai_code)

Security review patterns for AI-generated code. Learn common vulnerabilities by language, security checklists, and shift-left security practices to catch issues before they ship.

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// securing AI-generated code

01

Security Review Checklist for AI Code

Systematic security audits of AI output

AI generates code that works but often contains security vulnerabilities. This checklist catches SQL injection, XSS, auth bypasses, and other critical issues before they reach production.

Security Audit OWASP Top 10 Vulnerability Patterns Code Review
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02

Common AI Vulnerabilities by Language

Language-specific security pitfalls

Different languages have different security landmines. Learn what AI gets wrong in Python vs JavaScript vs Go, and how to spot language-specific vulnerabilities.

Python Security JavaScript XSS Go Concurrency Language Patterns
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03

Shift-Left Security with AI Assistance

Catching security issues during development

Don't wait for security review. Use AI to find vulnerabilities as you code. Learn prompts for security analysis, automated scanning workflows, and preventive patterns.

Shift-Left Security Prompts Automated Scanning Prevention
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