A failing prompt looks like a model problem, but it is usually a specification problem. Here is how to isolate the fault, patch the input, and verify the fix.

Most disappointing AI interactions trace back to a surprisingly small number of recurring mistakes. Here is the diagnostic checklist I personally use.