Prompt Engineering Lab
Privacy Checks Before You Paste Anything Into AI
Remove credentials, private identifiers, and unnecessary personal data before using AI tools; preserve the task without exposing the source.
Language: English
Liam
Coder and gamer. I test prompts, share what works, and show how to improve AI results for code and creative projects.
Articles by Liam
Prompt Engineering Lab
How to Prompt Across Models Without Pretending They Work the Same
Keep the task and success criteria stable while checking each AI provider’s current model-specific guidance.
Prompt Engineering Lab
Use AI for Brainstorming, Then Narrow With Real Criteria
A two-stage AI brainstorming method: generate genuinely different options, then filter by time, cost, audience, and testability.
Prompt Engineering Lab
Compare Two Prompt Versions Without Fooling Yourself
Hold the task and test set constant, change one instruction, and record tradeoffs when comparing AI prompts.
Prompt Engineering Lab
Prompt AI for a Game Idea Without Getting Generic Tropes
A game-design prompt that forces concrete player choices, failure states, and a quick playable test instead of generic story ideas.
Prompt Engineering Lab
Spot a Confident Wrong Answer Before You Share It
A short verification workflow for AI-generated claims, quotations, dates, links, and numbers.
