Recent content by online_amber

I wanted to start a broader mistakes and lessons thread around General AI Coding. A useful angle is evaluation, but it also connects with real-world use. Different tools and workflows can produce very different results even when the goal is similar. It would be interesting to compare practical...

When working with Open Source AI, the biggest gains usually come from treating it as a repeatable workflow rather than a one-off prompt or experiment. One important area is best workflow. Define what a good result looks like before changing tools or settings, then test one variable at a time so...