Yeda AI Knowledge Base

Prompt Engineering

The structure, context, and examples that turn a vague prompt into reliable output.

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Tip #016

The Six-Part Prompt Order That Stops AI From Guessing

A messy long prompt fails for the same reason a messy meeting agenda fails — order, not length, is the fix. The five-part structure that gets it right first try.

Tip #017

Treat AI Like a New Hire — Better Prompts in One Mindset Shift

A one-line prompt gets you a generic answer for the same reason a one-line brief to a new hire does. The context-first mindset that fixes both.

Tip #018

Stop Describing the Output — Show It Examples Instead

Describing the format you want in words is slower and less reliable than showing the model two or three examples — the few-shot prompting trick, explained.

Tip #119

Match the Model Tier to the Scope

Classify every task from trivial to epic before you pick a model — fast tiers for one-line fixes, deep reasoning tiers for architecture — and stop paying flagship prices for typo fixes.

Tip #120

End Every Prompt With a Do-NOT Section

Why a 3-line Do-Not section at the end of your prompt stops AI agents from over-building — plus which boundaries to set and where permanent ones belong.