Recent content by tomforest

  1. tomforest

    How to build a better limitations workflow in AI Shopify Development

    This tutorial shows a simple repeatable way to work with AI Shopify Development while focusing on limitations. 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. tomforest

    DeepSeek Models knowledge guide: improving testing

    A practical understanding of DeepSeek Models 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 you can...