Together AI

New in Together GPU Clusters: Autoscaling, observability, and self-healing

Mar 10, 2026
New in Together GPU Clusters: Autoscaling, observability, and self-healing
SummaryAI, from the source post

This post details the integration of autoscaling (powered by Kubernetes Cluster Autoscaler), RBAC with project-based roles (Admin, Member), active health checks and self-serve node repair for reducing MTTR, and full-stack observability via Grafana dashboards into Together GPU Clusters. It explains how these features enable elastic capacity, improve reliability by reducing failure impact, provide structured governance, and offer deep telemetry for debugging and performance tuning.

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