Recent content by cameron_hero

  1. cameron_hero

    Java knowledge guide: improving setup choices

    For Java, it helps to think in terms of inputs, constraints, verification, and iteration. One important area is setup choices. 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...
  2. cameron_hero

    Claude knowledge guide: improving learning curve

    I think claude and way is the key part of this topic. A practical approach is to define the outcome you want, test it with a small example, and then check quality, speed and reliability separately. It is usually easier to troubleshoot when each change is tested on its own.
  3. cameron_hero

    What are the biggest mistakes with limitations in Local AI Help?

    I am trying to improve my approach to Local AI Help and could use some practical advice. I am particularly interested in limitations and troubleshooting. I would like to compare approaches that people have actually used rather than just theoretical suggestions. What would you tell someone...