⚡ Best Practices
Common errors, AI limitations, and expert tips. Accelerate your learning by avoiding common pitfalls.
1. 10 Common Beginner Mistakes
Learn from other people’s mistakes
Prompts that are too vague
"Help me with marketing" → Be specific!
Don't provide context
The model doesn’t know your situation—explain it!
Accept the first response
Iterate! Ask for refinements and improvements.
Mixing multiple tasks
One task per prompt for better results.
Don't verify facts
LLMs can “hallucinate”—always verify!
2. AI Limitations
Realistic expectations prevent frustration
🌀 Hallucinations
Models may make up facts that seem real. Always verify critical information.
📅 Cutoff Date
Knowledge limited to the training date. Doesn't know recent events.
🧮 Advanced Mathematics
It can make calculation errors. Use a calculator to check.
⚖️ Bias
Reflects biases in the training data. Consider multiple perspectives.
3. Expert Tips
Years of experience in actionable tips
🎉 Congratulations! Beginner Level Complete!
You’ve mastered the fundamentals of Prompt Engineering!
Next step: Technical Level with advanced techniques.
🔄 Create a Review Workflow
Separate generation, critique, and the final version into visible steps.
✓ Do
Use a concrete example, specify the expected result, and record what changed.
✗ Avoid
Changing several instructions at once or accepting the first response without checking.
Practical tip
Save the version that worked and note why it worked. This record becomes your reusable standard.
🔐 Protect Sensitive Data
Remove personal information, secrets, and internal data before sending context to the model.
✓ Do
Use a concrete example, specify the expected result, and record what changed.
✗ Avoid
Changing several instructions at once or accepting the first response without checking.
Practical tip
Save the version that worked and note why it worked. This record becomes your reusable standard.