Recent content by liam6316

This tutorial shows a simple repeatable way to work with Make while focusing on common mistakes. 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...

The point about agents and getting is interesting. In practice I would keep the first test simple, record what worked, and only add extra complexity if it solves a specific limitation. It is usually easier to troubleshoot when each change is tested on its own.

A useful way to understand AI Servers is to separate the goal, the input, the model or tool, and the way the output is evaluated. One important area is real-world use. Define what a good result looks like before changing tools or settings, then test one variable at a time so you can tell what...