Use Case
AI Code Generation
Using LLMs for coding safely and effectively.
AI code generation tools like Copilot can boost productivity, but generated code requires careful review for security vulnerabilities and correctness.
Security Risks
- Insecure code patterns from training data
- Hardcoded credentials or secrets
- SQL injection and XSS vulnerabilities
- Outdated or deprecated APIs
Best Practices
- Always review generated code
- Run security scanners on AI code
- Test thoroughly before deployment
- Don't trust AI with sensitive logic
Is AI-generated code secure?
Not automatically. Studies show AI can generate insecure code. Treat AI code like junior developer code—review everything.
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