I think it was challenging 2 or 3 years ago. I plunged a year ago and it already was quite easy to use mainstream tools. I could run some local models with Ollama by just installing it. I could use coding assistance in VSCode. Connecting with http API to use AI within applications you build was also easy for local models or cloud.

There are loads of BS tools out there of course but I don’t use that many tools.