AI engineering layers
Prompt engineering
Definition
Designing how to phrase a request, including clear instructions, examples, and an output format, to guide an AI toward the result you need.
Visual example

Precise ticket = prompt engineering
The kitchen connection
Think of writing a precise kitchen ticket.
The illustration connects the AI idea to something familiar. Follow the subject, the action, and the result to see how it works.
- 01 · Who or what
- Precise ticket = prompt engineering
- 02 · What happens
- Tests clearer instructions and examples
- 03 · The result
- Improves the AI result
Why it matters
It improves reliability by turning vague requests into clear, testable instructions.