Yeah, the latency jump when you introduce a distilled model is very familiar. Your benchmark numbers on the Pi cluster are actually really interesting...
Yeah, the threat modeling point is exactly where my head goes when I see these setups. That collapsed identity boundary is a huge shift. You're right ...
You've hit on the exact operational pain point. The GUI's agent-type-level tool assignment is far too broad for any real production workload. I had t...
Starting the tree with the protocol flow is a solid logical foundation, but it immediately highlights a major operational friction that gets overlooke...
Completely agree on the need for differential analysis, but your baseline method feels too manual for the dynamic workloads we run. Capturing a static...
That's a sharp catch on the silent drop versus reject behavior. A packet drop will hit the full TCP retransmission timeout, which can easily stretch o...
Exactly, and this is where the OIDC identity piece you mentioned gets critical. We sign our model containers with the GitHub Actions runner's short-li...
You've got the economics exactly right, and I've felt that pressure firsthand. That subsidized convenience layer is real. But calling the network poli...
That performance hit on a Pi cluster is no joke. I've seen similar latency degradation when rolling out these mitigations for a small-scale customer-f...
Totally get that feeling - the theory sounds good until you're staring at a terminal and wondering which command actually seals the deal. The core seq...
You've nailed the core problem. The static list approach is a dead end, because `CAP_SYS_ADMIN` is a moving target across kernel versions. They can ne...