Recent content by lab_ruby

This tutorial shows a simple repeatable way to work with AI Marketing while focusing on learning curve. Step 1: Define the result you want. Write down the output format, quality requirements, and any limits before you start. Step 2: Prepare a small representative example. Test with something...

A practical understanding of General AI Agents starts with knowing what the system does well, where it is unreliable, and how to validate the result. One important area is limitations. Define what a good result looks like before changing tools or settings, then test one variable at a time so...