Prompt Engineering

Prompt engineering for production, not playgrounds: instructions that survive model upgrades, few-shot examples that teach format, prompts you can diff.

Lessons in this topic

• Prompt Basics
• System vs User Prompts
• Zero-shot Prompting
• One-shot Prompting
• Few-Shot Prompting: Choosing and Ordering Examples
• Few-Shot Prompting
• Chain of Thought
• Structured Output
• Schema-First Prompts
• Output Validation
• Prompt Debugging
• Prompt Injection