The 5-part prompt
Role, task, context, format, examples — always.
Few-shot patterns
When and how to include examples for reliability.
Chain-of-thought
When step-by-step reasoning helps and when it hurts.
Evals
How to actually measure whether a prompt is good.
FAQs
Is prompt engineering beginner-friendly?
Yes. Start with the linked tools in this article, follow the workflow step-by-step, and you'll ship your first result in under an hour.
What's the best free option?
Most tools we recommend have a free tier that's enough to complete every step in this guide.
Which AI model should I use?
We recommend Claude for long-form reasoning, ChatGPT for versatility and Perplexity for research. See our comparison pages for a full breakdown.
Arjun Verma
ML Engineer
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