Evidence-led capacity/QoS audit of titan-20 (Hermes LLM fallback/ classifier), titan-21 (STT/TTS), and titan-22 (Jellyfin media-primary, restored) for t_26da4c88. titan-20/21 are CPU-committed with no safe headroom (titan-20 at 227 MiB free memory at its 24h worst point); titan-22 has real idle CPU/RAM but its shared-GPU time-slicing has no VRAM/engine isolation, so no workload is relocated. Adds alerting for the sharpest gaps found (titan-20 memory exhaustion, titan-22 CPU/RAM/ GPU-VRAM pressure, Jellyfin CPU throttling, titan-21 CPU pressure) and two Atlas GPU dashboard panels (VRAM, NVENC/NVDEC utilization) so a future opportunistic-workload PR or a live transcode incident is visible without a promql session. Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
titan-iac
Flux-managed Kubernetes desired-state config for bstein.dev.
Canonical source URL:
ssh://git@scm.bstein.dev:2242/atlas/titan-iac.git
Scope
This repo contains cluster configuration consumed by Flux:
- platform/infrastructure manifests
- service manifests and kustomizations
- operational scripts for render/reconcile workflows
Apply model
I use Git + Flux as the source of truth and avoid manual in-cluster edits for durable changes.
Description
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