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Prompt Engineering

The practice of designing prompts that elicit reliable LLM behavior.

Definition

What it actually means.

Prompt engineering combines task framing, examples (few-shot), structure (XML, JSON), and chain-of-thought reasoning. The highest-leverage AI skill in 2025 — typically the difference between toy and production AI.

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