Recent content by sofianeo

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

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