But you just ask the LLM to produce a new well-tested artifact to perform those tasks for you, then let it call them and orchestrate them as needed.
IT folk have long been creating quality of life scrips for themselves to automate tasks, the LLMs make this even easier.
So we get more determinism for cheaper, if done correctly.