{
  "id": 16216847,
  "title": "AI jobs are waiting while GPUs sit idle. Kubernetes has a new plan.",
  "url": "https://urgent.news/2026/10/23/ai-jobs-are-waiting-while-gpus-sit-idle-kubernetes-has-a-new-plan",
  "topic": "ai",
  "section": "AI",
  "published": "2026-10-23T19:08:53.000Z",
  "source": {
    "name": "The New Stack",
    "slug": "the-new-stack",
    "url": "https://thenewstack.io/kubernetes-agentic-ai-inference/"
  },
  "original_language": "en",
  "account": "The cloud-native ecosystem continues to adapt to the demands of agentic AI, with Kubernetes being a central focus. HPE has developed a solution to automate pod restart troubleshooting in AI development on Kubernetes, using an open-source tool to collect diagnostic information and send it to a Slack channel. AWS and Neelendra Bhandari have emphasized the need for better coordination between the Kubernetes scheduler and autoscaler, particularly when managing GPU accelerators. They propose dynamic resource allocation-aware autoscalers, workload-aware scheduling, and provisioning requests to bridge the communication gap. The llm-d project, a CNCF sandbox project, has reached version 1.0, bridging AI application developers and the production cloud-native stack. Its latest release focuses on sustaining high performance in production environments, particularly for agentic workloads, showcasing a significant improvement in inference cost when compared to all-proprietary configurations.",
  "summary": "Welcome to another edition of Road to KubeCon! We’re tracking movements in the Kubernetes and cloud-native ecosystem as we count The post AI jobs are waiting while GPUs sit idle. Kubernetes has a new plan. appeared first on The New Stack .",
  "key_points": [],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 2,
    "also_reported_by": [
      {
        "outlet": "Quartz",
        "title": "Cypherium wants to turn idle AI GPUs into a new revenue stream",
        "url": "https://urgent.news/2026/10/22/cypherium-wants-to-turn-idle-ai-gpus-into-a-new-revenue-stream",
        "published": "2026-10-22T20:10:58.000Z"
      }
    ]
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}