AI Guides
How to Use AI to Generate Code Safely
Generate usable code with AI without introducing bugs, security risks, or bad architecture.
Core Principle
- AI generates code, but does not validate it
- Generated code must always be reviewed
- Never trust code blindly
Bad vs Good Prompt
Bad:
Create a login systemGood:
Create a login system with:
- Node.js + Express
- JWT authentication
- Password hashing (bcrypt)
- Input validation
Include:
- Code
- Explanation
- Security considerationsCode Validation Strategy
- Check logic correctness
- Check edge cases
- Check security issues
- Test in isolation
Why AI Code Fails
- Missing requirements
- Assumed context
- Outdated patterns
- No validation
Reusable Code Prompt
Create code for:
[FEATURE]
Requirements:
- Stack:
- Constraints:
Include:
- Code
- Explanation
- Edge cases
- Security considerationsAdvanced Strategy
- Ask AI to review its own code
- Break large systems into modules
- Use iterative improvements
- Test continuously
About this guide
This guide explains how to safely generate code using AI, validate outputs, and avoid common pitfalls like hallucinated logic or insecure patterns.