Recent content by josh_talks

For General Local AI, it helps to think in terms of inputs, constraints, verification, and iteration. One important area is troubleshooting. Define what a good result looks like before changing tools or settings, then test one variable at a time so you can tell what actually improved the...

This tutorial shows a simple repeatable way to work with General AI Web Development while focusing on reliability. 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...