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AI Engineering Foundations
Prompt Engineering Craft
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Prompt Engineering Craft
AI Engineering Foundations · Lesson 2 of 12
Prompt Engineering Craft
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Write prompts that work like programs — structured, testable, and consistently effective.
7 modules
·
~22 min
Continue
MODULE 1
Prompts Are Programs
The Mental Model That Changes Everything
· ~3 min
→
MODULE 2
Instruction Design
Specificity, Constraints, and What to Never Leave Implicit
· ~3 min
MODULE 3
Few-Shot and Chain-of-Thought
Teaching By Example and Thinking Step By Step
· ~3 min
MODULE 4
Output Control
Format Constraints, Length, and Determinism
· ~3 min
MODULE 5
System Prompt Architecture
Altitude, Ordering, and Separation of Concerns
· ~3 min
MODULE 6
Prompt Chaining & Decomposition
Breaking Complex Tasks Into Reliable Steps
· ~3 min
MODULE 7
Iteration & Debugging
From Bad Outputs to a Personal Prompt Library
· ~3 min
