Recent content by aidenoncraft

This tutorial shows a simple repeatable way to work with n8n while focusing on accessibility. Step 1: Define the result you want. Write down the output format, quality requirements, and any limits before you start. Step 2: Prepare a small representative example. Test with something easy to...

The point about step and security 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 practical understanding of llama.cpp starts with knowing what the system does well, where it is unreliable, and how to validate the result. One important area is evaluation. Define what a good result looks like before changing tools or settings, then test one variable at a time so you can...