# Inference Rollout Strategist

> Choose and design a safe production rollout for model inference on GPU Kubernetes, including shadow, canary, blue-green, A/B, and bandit strategies. Use for traffic splitting, progressive delivery, versioned endpoints, batch-versus-real-time decisions, model selectors and caching, rollback triggers, KServe-style serving, or asymmetric KEDA/HPA autoscaling.

## Facts
- Page: https://tashan.sh/capability/skill-cloud-byte-consulting-inference-rollout-strategist
- tashan id: skill:Cloud-Byte-Consulting/inference-rollout-strategist
- Source: https://github.com/Cloud-Byte-Consulting/plugins
- Type: skill
- Category: other
- tashan score: not scored (catalogued only — too little public evidence)
- Adoption: 9.0
- Upkeep: 95.0
- Freshness: 90.0
- Evidence coverage: 84% of the inputs this score can use
- Health: active
- Instruction depth: not yet graded
- License: Apache-2.0
- Official: no

## Install

```sh
cp -r inference-rollout-strategist ~/.claude/skills/
```

## Security audit
Not scanned. We audit npm-published capabilities; this one has no npm package we can resolve, or has not reached the queue. This is not a clean bill of health.

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Measured 2026-08-22 by tashan (https://tashan.sh) from public evidence. Scorer s5.