Java, AI dev tools, and Python, are all not linux-specific things what so ever.

You speak as someone who thinks you know more than you do. I suggest ACTUALLY getting back yo basics, ACTUALLY learn the linux file system like its folder structure and how it treats everything like a file, and ACTUALLY learn how all the tools you want to use exist as separate entities with their own designs and philosophies.