I have a few takeaways since I started using more and more AI since late 2022.

- if you want to understand where the LLM is coming from, write some code that is working and ask it why it does not work

- do not use ai to mock up data e.g. time series to test something

- try to make an AI draw the wireframe of a cube without diagonal lines. I almost gave up but then learnt a lot of prompting

- if you started using AI in a project from the start, prompting seems to be easier even when the project gets more complex

- describe the desired outcome and give examples for undesired ones

- keep on learning to code by using AI, some stuff is still faster written than prompted

- if you see AI miserably failing from the start, head over to stack overflow and get help from humans