Recent content by lewis3635

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

The point about vibe and coding is interesting. In practice I would keep the first test simple, record what worked, and only add extra complexity if it solves a specific limitation. It is usually easier to troubleshoot when each change is tested on its own.

A useful way to understand MCP is to separate the goal, the input, the model or tool, and the way the output is evaluated. One important area is future improvements. Define what a good result looks like before changing tools or settings, then test one variable at a time so you can tell what...