If nobody can see inside a private AI server, it freezes without warning. In our lab we built tracing,...
A silent image upgrade, a pruned container image and a backup that had quietly stopped pushed us to run...
Our first smart router made every request slower and pushed other clients' models out of memory. This is how...
On a local AI server, a prompt too big for the model gets silently truncated, and raising the window...
In its first month of testing, our lab AI server froze five times with no kernel error and no...
Every model call on our lab's private AI server goes through one gateway: one key per client, a token...
We built a private AI server in our lab and ran realistic test workloads on it for seven weeks....
How we wired two NVIDIA DGX Spark workstations through a MikroTik CRS804-4DDQ switch, discovered four hardware ceilings, and ended...
