project
Dashboarding tool named as part of the author's existing homelab observability stack.
Compaction failed sixty times an hour on a full volume while dashboards stayed correct, because queries are served from memory. Liveness checks cannot see durability.
Reality
One operator flipped Cilium to full kube-proxy replacement and woke at 2:47 AM to a SIEM ingesting zero events. The cluster was healthy. The evidence pipeline was not.
Reality
A practitioner writing on dev.to puts three constraints ahead of the Isolation Forest vs GPT-4o comparison: GB per day, your paging budget, and what your stack traces contain.
Reality
Pod availability, CPU and memory can all read healthy while inference degrades. The signals that matter are queue depth, time to first token and tokens per second.
Reality
A four-core ARM box thrashed its page cache for hours while Kubernetes reported Running, ArgoCD reported Synced and Healthy, Helm exited zero and an admission policy passed.
Reality
A homelab operator wired UniFi WAN failover and UPS battery state into Kubernetes as declarative state keys, so optional workloads scale themselves to zero while the condition holds.
Reality