Notes on learning to use this stuff.
Prompting, verification, automation, and how skills actually stick. Written by the people building the courses.
How to Write a Prompt That Works on the First Try
Most bad AI output is a bad request. Four things to put in a prompt, and the one habit that fixes more answers than any clever phrasing.
What AI Is Actually Bad At
Knowing where these tools fall down is more useful than knowing what they can do. Six failure modes worth recognising before you trust an answer.
Find the Repetitive Part: How to Spot Work Worth Automating
Automation projects fail because people pick the wrong task. A short test for finding the ones that will actually pay off.
Short Sessions Beat a Weekend Course
Why short, spaced lessons stick and marathon sessions do not — and how to pick a daily amount you will still be doing in a month.
How to Check an AI Answer When You Are Not the Expert
You cannot verify what you do not know. Five checks that work anyway, and the one question that catches most bad answers.
Do AI Certificates Mean Anything?
An honest look at what a course certificate is worth, who it actually signals to, and how to make yours carry more weight than the PDF.