I have consistently been trying to use AI for the actual tasks I need to complete for work over the last year or so (we are gently encouraged to try it, but thankfully not forced). I have found it to be “successful” at maybe 1 in 10 tasks I give it. Even when successful, the code quality is so low I edit heavily before it’s pushed and attributed to me.
I think the problem I have is I rarely work on boilerplate stuff.








I also run this way. NFS4 mount for the media Dir. Cache Dir on the local SSD. No problems streaming 2-3 devices. NAS is happy to serve other files at the same time.
Docker host is nothing special, old Mac mini running Ubuntu.