All posts/tagged
#post-mortem
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MIG vs MPS in Kubernetes: Re-Carving a GPU Is Not a Pod Restart
What MIG and MPS actually give you on A100/H100, why the GPU Operator won't let you mix them on one node, how I ran one service on MPS anyway — and the three ways a MIG change took GPUs (and once, the whole node) down.
·9 min read

The Physics of Kubernetes: What Happens When You Force a Live Cluster Into Isolation
A deep dive into the cascade failures that occur when you simulate air-gapped environments on live infrastructure, and the physics of Kubernetes state management
·10 min read

How DNS Resolution Became Our CI/CD Bottleneck at 600+ Daily Builds
When Jenkins scaled from 50 to 600+ builds per day, DNS resolution failures brought everything down. Here's how Linux networking knowledge saved us.
·11 min read

How a Single-Node Kubernetes Cluster Accidentally Grew to 550 Pods
A cautionary tale about scope creep, resource management, and the slippery slope of infrastructure growth that nobody planned for
·9 min read