Recent content by willowbrain

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

I wanted to start a broader tool comparison thread around Vibe Coding. A useful angle is common mistakes, but it also connects with evaluation. Different tools and workflows can produce very different results even when the goal is similar. It would be interesting to compare practical examples...