AIThe New AI Stack — Roles, Responsibilities, and Tools
1. Infrastructure Layer Role: Provision, monitor, and manage the scalable infrastructure required for model deployment and data processing. Roles Involved: Responsibility Tools / Tech Roles Involved Compute Management SkyPilot, Kubernetes, Ray DevOps, MLOps Data Management Feast, LakeFS, Airbyte DataOps, MLOps Model Serving vLLM, Triton, TorchServe MLOps, DevOps Monitoring & Logging Prometheus, Grafana, Arize MLOps, DevOps…