I'm not so sure about that in the generic sense.

This sentence from the article really stuck out to me.

> and you write the rule down so clearly that nobody (human or otherwise) has to guess again.

Writing rules, or steps, unambiguously in a high level language and having those statements translated to lower level languages, that ultimately get executed by a machine, is what compilers do.

The commands you gave were not unambiguous at all and although an LLM would produce a result, the result would definitely be nonsense.

"make me a budget, here is 6 months of credit card receipts"

For example, a valid budget requires some knowledge of expected income...

Learn to use low code, no code tools with agentic workflows.

Here are some suggestions,

Workato, Boomi, Sitecore AI, Optimizely Opal, Workfront AI...

You will naturally have to split the budget calculation in a few agentic nodes, and maybe a couple of tools.