How EvalHub manages two-layer Kubernetes control planes

· Red Hat · May 12, 2026, 12:23 p.m.
Summary
This blog post discusses EvalHub, a unified control plane designed for managing AI evaluations and safety capabilities within Kubernetes environments. It outlines how EvalHub employs a two-layer architecture to orchestrate evaluation tasks, provides framework-agnostic support for various tools, and emphasizes operational efficiency, scalability, and multi-tenancy. The post is targeted at developers and teams involved in production machine learning workloads, particularly focusing on how EvalHub can streamline and enhance evaluation workflows.
AUTHOR
Sponsored
Zulip logo Zulip
Organized team chat for people who take work seriously. Topic-based threading keeps conversations focused.
Try Zulip
Become a sponsor →
BLOG POST FEATURED ON

Add this plugin to your blog