Recent content by ethancodes

  1. ethancodes

    Understanding Full-Stack AI Development: troubleshooting and limitations

    When working with Full-Stack AI Development, the biggest gains usually come from treating it as a repeatable workflow rather than a one-off prompt or experiment. One important area is troubleshooting. Define what a good result looks like before changing tools or settings, then test one variable...
  2. ethancodes

    Understanding Making Money with AI: testing and performance

    On Understanding Making Money with AI: testing and performance, the part about making and money stands out to me. I would test one small workflow first, keep the variables consistent, and compare the result before changing several things at once. The original point — "When working with Making...
  3. ethancodes

    A practical overview of Datasets for cost control

    For Datasets, it helps to think in terms of inputs, constraints, verification, and iteration. 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 what actually improved the outcome. Another...