[trklausss]

I'd say is a change of paradigm, and it might be even faster if you have test-driven development... Imagine writing your tests manually, getting LLM code, trying to pass the tests, done.

Of course, golden rules are 1. write the tests yourself, don't let the LLM write them for you and 2. don't paste this code directly on the LLM prompt and let it generate code for you.

In the end it boils down to specification: the prompt captures the loosely-defined specification of what you want, LLM spouts something already very similar to what you want, tweak it, test it, off you go.

With test driven development this process can be made simpler, and other changes in other parts of the code are also checked.