Recent content by robotfreya

  1. robotfreya

    Understanding AI Animation: troubleshooting and limitations

    When working with AI Animation, 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 at a time so...
  2. robotfreya

    What are the biggest mistakes with reliability in AI Coding Assistants?

    One thing worth trying with What are the biggest mistakes with reliability in AI Coding Assistants? is a controlled comparison around reliability and coding. Use the same input for each test and note what changes in the output rather than judging from a single run. The original point — "I am...
  3. robotfreya

    Stable Diffusion knowledge guide: improving customisation

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