Recent content by mattlegend

  1. mattlegend

    reliability tutorial: a practical AI Front-End Development workflow

    This tutorial shows a simple repeatable way to work with AI Front-End Development while focusing on reliability. 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. mattlegend

    Sora knowledge guide: improving integration

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