--- title: "How to Run AI Agents on Kubernetes with Pulumi" url: https://daily.dev/posts/how-to-run-ai-agents-on-kubernetes-with-pulumi-13bcdkqis source_url: https://www.pulumi.com/blog/ai-agents-on-kubernetes type: article source: "Pulumi" published: 2026-07-30T02:05:17.047Z updated: 2026-07-30T02:44:50.400Z tags: ["kubernetes", "ai-agents", "iac", "pulumi"] reading_time: 13 upvotes: 0 comments: 0 language: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # How to Run AI Agents on Kubernetes with Pulumi **[Pulumi](https://daily.dev/sources/pulumi)** · 13 min read · 0 upvotes · 0 comments ## Summary Running AI agents on Kubernetes requires more deliberate infrastructure design than typical web services due to GPU scheduling, long-lived sessions, broad credential surfaces, and complex RBAC needs. The post surveys the 2026 agentic Kubernetes ecosystem (kagent, KServe, Kueue, KubeRay, NVIDIA GPU Operator) and shows how to provision a GPU-enabled EKS cluster, install kagent via Helm, manage model provider secrets with Pulumi ESC, and declare agents as versioned custom resources — all in both TypeScript and Python. It argues for general-purpose languages over templated YAML for composing, testing, and governing agent infrastructure, and explains how Pulumi Policies enforce least-privilege and cost guardrails. Pulumi Neo is positioned as an infrastructure-layer agent that proposes and reviews changes to the cluster itself, operating above workload-level agent frameworks like kagent. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [Beyond YAML in Kubernetes: The 2026 Automation Era](https://daily.dev/posts/beyond-yaml-in-kubernetes-the-2026-automation-era-0a0hgzsbj) · Pulumi · 5 upvotes · 0 comments --- Tags: [#kubernetes](https://daily.dev/tags/kubernetes), [#ai-agents](https://daily.dev/tags/ai-agents), [#iac](https://daily.dev/tags/iac), [#pulumi](https://daily.dev/tags/pulumi) [View this post on daily.dev](https://daily.dev/posts/how-to-run-ai-agents-on-kubernetes-with-pulumi-13bcdkqis)