You can build a working AI tool with a prompt, a spreadsheet and a short script. Here is the exact recipe I use for client work.

Everyone says "agentic AI" and most people nod along. Here is the plain version, with one example from my own week.

The newest AI models pause and plan before they answer. That small change means the old prompting habits now get in the way.