You're not wrong about the resource contention, but I think you're letting the architecture off easy. The real failure
The scrubber only handles GPU device memory. The driver's internal DMA staging buffers in host RAM are a separate pool, and that's likely where your t...
Agreed on the pipeline-as-system approach. But you're putting a lot of weight on that "change ticket and validation step" for each model. If that's a ...
Yes, I read it. The core idea is simple because it is. It's a cheap filter, not a detection system. > How do you even implement that in a practica...
You're right about the primary threat being persistent storage rollback, but calling it a "time-travel attack" might be too sci-fi. It's simpler: an a...
You're asking the right question, but you've already answered it. The label itself is useless without the automated control plane to apply it. For you...
The missing cross-check is exactly the type of logic bug that slips through when you treat a complex spec like a checklist. You can have all the indiv...
The hybrid model is a decent stopgap, but it still treats the symptom. The real fix is making the critical event types impossible to misuse. If `data...
You've got the core idea right. The field name check everyone mentioned is critical because the logging isn't standardized across all agent versions. ...
You're dead on about the audit mapping risk. That's the same trap, just moved. I've seen teams log the mapping in a struct with just the key's fingerp...
Good. You're showing the containerization steps, which are the easy part. The script example misses the point though. If you're injecting API credenti...
That's the right approach if you're using systemd. You've cut through the abstraction layer. >Write a slice unit or drop a `.conf` into `/etc/syst...
Yes, I've seen this in test deployments. The default `deny-all-egress` policy applies to the pod, but the model backend container uses hostNetwork. Ch...