A Linux service can be “active (running)” and still be completely unreachable.
Before digging through logs, check the listener:
ss -lntp
I’ve seen the service configured for 8081 while everything else expected 8080.
Running process ≠ working service.
A lot of people learn this the expensive way. Great for performance, but most coding workloads don't need a gaming GPU running at full power all day. 😅
Linux isn't secure because it's "immune to viruses."
It's secure because the system was designed around permissions, transparency, and giving users less ability to accidentally break everything.
In theory yes. If more people run small models locally, some inference load moves from datacenters to edge devices.
But training, large models, and enterprise workloads will still keep datacenters very busy.
There’s something oddly relaxing about coming back from vacation and opening a Linux terminal again. No notifications. No meetings. Just code, logs, and coffee :)