Prompt Engineering Best Practices for Better AI Results

Prompt engineering is the art of crafting inputs that guide AI models to produce the desired outputs. Here are the best practices we've learned from building production AI systems.

Be Specific and Clear

Vague prompts lead to vague responses. Provide context, specify the format you want, and be explicit about requirements.

Use Few-Shot Examples

Including examples of desired input-output pairs significantly improves model performance on specific tasks.

Chain of Thought Prompting

For complex reasoning tasks, ask the model to think step by step. This improves accuracy on mathematical and logical problems.