Recent content by james_12du

  1. J

    performance tutorial: a practical General AI Devices workflow

    This tutorial shows a simple repeatable way to work with General AI Devices while focusing on performance. 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...
  2. J

    A practical overview of No-Code AI Automation for testing

    A practical understanding of No-Code AI Automation starts with knowing what the system does well, where it is unreliable, and how to validate the result. One important area is testing. Define what a good result looks like before changing tools or settings, then test one variable at a time so...