Home / AI Foundation / 07. Prompting Fundamentals Prompting Fundamentals¶ The chapters in this module, in reading order. # Chapter 00 Prompt Engineering — The Five-Year-Old Version 01 Why prompts matter — same brain, different brief 02 System prompt anatomy — the standing rules that shape everything 03 Few-shot placement — where examples teach fastest 04 Negative examples — show the cliff, not only the road 05 Chain-of-thought — when step-by-step helps, and when it hurts 06 Structured output — make the reply machine-usable 07 Temperature and sampling — the creativity dial is real 08 Prompt chaining — break one hard brief into smaller jobs 09 Prompt versioning — treat prompts like code, not folklore 10 A/B testing prompts — measure behavior, not vibes 11 Prompt debugging — stop guessing why the model did that 12 Prompt security — defend the instruction stack from hostile text 13 Honest admission — prompt engineering still has sharp unknowns