The Learning Prompt Engineering Blog
Practical articles on how AI models process prompts, methods that often improve your results, and how those techniques hold up in real tasks. Organized into three areas — getting started, techniques, and real-world use — so you can start wherever’s useful to you.
What's New
Fresh content across all three topic areas — published on a rolling schedule.
AI Prompt Workflows Across 3 Professional Roles
Compares how three professional roles — operations coordinator, communications professional, and knowledge worker/analyst — apply the same prompt framework to different real workplace tasks.
5 Common Prompt Mistakes That Reduce Automation Quality
Avoid these common prompt mistakes that reduce output quality in business automation — from vague task descriptions to skipping the QA step.
QA Review Prompts: How to Check AI Outputs Before You Use Them
Learn how self-review and criteria-based review prompts help catch tone, scope, and formatting issues in AI-generated documents before use.
How to Build a Personal AI Prompt Library for Work
Build a personal AI prompt library in four steps: audit your recurring tasks, match them to prompt types, create reusable templates, and test them.
Using AI Prompts to Generate Spreadsheet Formulas and Scripts
Explains how to use plain-language prompts to generate spreadsheet formulas, text transformation scripts, and regex logic — without needing a coding background.
How to Generate Reports and Data Summaries with Prompts
Discover how to prompt AI to convert raw data and notes into structured reports with executive summaries, key findings, and next steps.
Getting Started
New to prompt engineering? This is where you begin. You'll learn what prompts actually are, how AI models process them, and the foundational concepts that make everything else click.
AI Prompt Workflows Across 3 Professional Roles
Compares how three professional roles — operations coordinator, communications professional, and knowledge worker/analyst — apply the same prompt framework to different real workplace tasks.
5 Common Prompt Mistakes That Reduce Automation Quality
Avoid these common prompt mistakes that reduce output quality in business automation — from vague task descriptions to skipping the QA step.
QA Review Prompts: How to Check AI Outputs Before You Use Them
Learn how self-review and criteria-based review prompts help catch tone, scope, and formatting issues in AI-generated documents before use.
How to Build a Personal AI Prompt Library for Work
Build a personal AI prompt library in four steps: audit your recurring tasks, match them to prompt types, create reusable templates, and test them.
Using AI Prompts to Generate Spreadsheet Formulas and Scripts
Explains how to use plain-language prompts to generate spreadsheet formulas, text transformation scripts, and regex logic — without needing a coding background.
How to Generate Reports and Data Summaries with Prompts
Discover how to prompt AI to convert raw data and notes into structured reports with executive summaries, key findings, and next steps.
Prompt Techniques
Practical methods for writing better prompts. Zero-shot, few-shot, the seven-element framework, iterative refinement, A/B testing — each one explained clearly with examples you can apply right away.
AI Prompt Workflows Across 3 Professional Roles
Compares how three professional roles — operations coordinator, communications professional, and knowledge worker/analyst — apply the same prompt framework to different real workplace tasks.
5 Common Prompt Mistakes That Reduce Automation Quality
Avoid these common prompt mistakes that reduce output quality in business automation — from vague task descriptions to skipping the QA step.
QA Review Prompts: How to Check AI Outputs Before You Use Them
Learn how self-review and criteria-based review prompts help catch tone, scope, and formatting issues in AI-generated documents before use.
How to Build a Personal AI Prompt Library for Work
Build a personal AI prompt library in four steps: audit your recurring tasks, match them to prompt types, create reusable templates, and test them.
Using AI Prompts to Generate Spreadsheet Formulas and Scripts
Explains how to use plain-language prompts to generate spreadsheet formulas, text transformation scripts, and regex logic — without needing a coding background.
How to Generate Reports and Data Summaries with Prompts
Discover how to prompt AI to convert raw data and notes into structured reports with executive summaries, key findings, and next steps.
Real World Use
Prompt engineering applied to real work — content creation, business automation, professional workflows, and visual tools. The focus here is practical: what to prompt, how to structure it, and what to do when the output needs work.
AI Prompt Workflows Across 3 Professional Roles
Compares how three professional roles — operations coordinator, communications professional, and knowledge worker/analyst — apply the same prompt framework to different real workplace tasks.
5 Common Prompt Mistakes That Reduce Automation Quality
Avoid these common prompt mistakes that reduce output quality in business automation — from vague task descriptions to skipping the QA step.
QA Review Prompts: How to Check AI Outputs Before You Use Them
Learn how self-review and criteria-based review prompts help catch tone, scope, and formatting issues in AI-generated documents before use.
How to Build a Personal AI Prompt Library for Work
Build a personal AI prompt library in four steps: audit your recurring tasks, match them to prompt types, create reusable templates, and test them.
Using AI Prompts to Generate Spreadsheet Formulas and Scripts
Explains how to use plain-language prompts to generate spreadsheet formulas, text transformation scripts, and regex logic — without needing a coding background.
How to Generate Reports and Data Summaries with Prompts
Discover how to prompt AI to convert raw data and notes into structured reports with executive summaries, key findings, and next steps.