AI Advanced · Prompt Engineering
Prompt Engineering
From zero-shot to production — how LLMs process prompts, chain-of-thought reasoning, structured outputs, security, evaluation, and model-specific patterns.
Content coming soon — chapters will cover everything from mental models and CoT reasoning to production prompt versioning, security, and model-specific patterns.
PE1
Chapter PE.1
How LLMs Actually Process Prompts
PE2
Chapter PE.2
Zero-Shot, Few-Shot & Role Prompting
PE3
Chapter PE.3
Chain-of-Thought & Reasoning Techniques
PE4
Chapter PE.4
Structured Outputs & Format Control
PE5
Chapter PE.5
System Prompts & Instruction Hierarchy
PE6
Chapter PE.6
Retrieval-Augmented Prompting Patterns
PE7
Chapter PE.7
Prompt Injection & Security
PE8
Chapter PE.8
Evaluation & Regression Testing
PE9
Chapter PE.9
Model-Specific Patterns
PE10
Chapter PE.10
Production Prompt Engineering