Totally agree! I relied a lot on Claude Code to help me with issues I was having setting up hardware encoding in Immich. But I also think – as accessible as LLMs are as a tool – they still don't make the complexities of self-hosting trivial. Maybe they'll get there, but I feel like LLMs really are just another coding abstraction. It's like a programming language. You still need to know how the language works and how the underlying "bare metal" works to make anything reliably.

But, I could be wrong! Thanks for reading and commenting!