Recent content by liamonthinker

  1. liamonthinker

    AI tutorial: how to improve testing with Research Agents

    This tutorial shows a simple repeatable way to work with Research Agents while focusing on testing. 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...
  2. liamonthinker

    Key things to know about AI Workstations and evaluation

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