Atlas · GenAI 2026
KServe
KServe & rollout strategies (canary/A-B)
toolPeak: 2022Serving RuntimesAI consensus: 1/3
Prerequisites
- hardKubernetes
KServe runs ON Kubernetes — K8s is the deployment platform
- mediumA/B Testing
Canary and A/B rollouts require understanding how to measure whether the new version is better
Recommended reference
kserve.github.io/kserve — official docs for model serving on K8s with canary rollouts
Notes from AI deep research
Anthropic Opus
Model serving na K8s z canary rollouts. Production deployment pattern
OpenAI Deep Research
Bezpieczne migracje wersji [OA#53]
Related skills
- → is an instance of: MLOps(3/3)
- → is an instance of: LLM Inference Serving(2/3)