Recent content by arthurbrain14

  1. arthurbrain14

    Open Source AI — what is changing around workflow comparison?

    I wanted to start a broader workflow comparison thread around Open Source AI. A useful angle is testing, but it also connects with performance. Different tools and workflows can produce very different results even when the goal is similar. It would be interesting to compare practical examples...
  2. arthurbrain14

    cost control tutorial: a practical No-Code AI Automation workflow

    One thing worth trying with cost control tutorial: a practical No-Code AI Automation workflow is a controlled comparison around step and cost. Use the same input for each test and note what changes in the output rather than judging from a single run. That should make it easier to tell whether...
  3. arthurbrain14

    A practical overview of ROS & ROS2 for productivity

    A practical understanding of ROS & ROS2 starts with knowing what the system does well, where it is unreliable, and how to validate the result. One important area is productivity. Define what a good result looks like before changing tools or settings, then test one variable at a time so you can...