Recent content by liamonrunner

This tutorial shows a simple repeatable way to work with AI APIs while focusing on cost control. 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 easy to...

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