If you have to hold the LLM's hand to accomplish a task, using human intelligence to do so, you can't consider the task performed by AI.
Isn't that...code?
And sure, the human language formal instructions often appear inside tables or diagrams, that doesn't make them anything less so.
This is based on having worked with companies that do projects in the 10 figure range.