NAI dashboard showing three active inference endpoints

Adventures in Model Deployment and Tuning with Nutanix Enterprise AI

Introduction This is part 2 in an ongoing series about building an open-source agentic coding platform. In part one I covered deploying Nutanix Enterprise AI 2.6 on bare-metal NKP with Pure FlashArray storage via Portworx CSI. In this post I’ll review model selection, deployment, tuning and integration with Opencode. Future posts will cover more on the agentic coding setup. This one is denser than part 1 but by the end you’ll have three production-tuned models, an Opencode integration, and a small arsenal of kubectl patch tricks to streamline endpoint management. ...

May 18, 2026 · 10 min · Sam Larson
NAI + NKP + Portworx + Pure

Notes from Deploying NAI 2.6 on Bare-Metal NKP with Everpure Storage

I’ve worked with Nutanix Enterprise AI (NAI) a lot over the last few months. I’ve deployed it across several Nutanix Kubernetes Platform (NKP) architectures: VMs on Nutanix HCI, VMs on Nutanix Cloud Platform with External Storage and bare-metal Ubuntu backed by Everpure. This post is about the last, the most unusual of the three and the platform for my broadest set of experiments. This will be the first in a series of posts about my work with this cluster. In this post I will focus on the architecture and initial set-up. Later I will cover post-deployment activities including break/fix troubleshooting, model deployment, tuning and other tips and trick. In the final post I will cover building up an open-source gstack-style agentic coding setup driven by OpenCode and leveraging Qwen3.6-27B-FP8, gemma-4-31B-it and gpt-oss-120b running on NAI. ...

April 30, 2026 · 5 min · Sam Larson
Nutanix Storage Calculator

Nutanix Storage Calculator

Problem When planning Nutanix deployments, the official Sizer (sizer.nutanix.com) is the most accurate tool. However, many situations only need a quick napkin-level estimate rather than full precision. Nutanix Sizer includes a Storage Capacity Calculator, but it didn’t cover exactly what was needed for rapid scenarios. The Solution I built a simple web-based Nutanix Storage Calculator that delivers fast, practical storage sizing estimates for Nutanix HCI. It lets you quickly test various scenarios with the level of detail useful for initial planning or team discussions. ...

April 2, 2026 · 1 min · Sam Larson