Comment by harrygeez

I find that LLMs are quite good at translating code. If you are writing something from scratch you have the burden of preparing something for the LLMs to "translate" from, i.e. prompt or specifications – next best thing to actual source code.

Defining specifications with the level of detail needed to build applications exactly as intended is not as trivial as it may seem.