CUBE-53 - Add deploying cube AI on cvms blog by WashingtonKK · Pull Request #41 · ultravioletrs/website

WashingtonKK · 2026-02-11T06:58:01Z

What type of PR is this?

What does this do?

Which issue(s) does this PR fix/relate to?

Resolves Write a blog on deploying cube on gcp and azure cube-docs#53

Have you included tests for your changes?

Did you document any new/modified features?

Notes

SammyOina

how do we authenticate to azure or gcp, this information is missing. In general blog needs more details

SammyOina · 2026-02-17T13:14:18Z

.blogcache

+  "content/blogs/cocos-prism-release.md": "8a45148d84030b5b5bcd47f5088cfd41",
+  "content/blogs/confidential-computing-meets-ai.md": "6997a319608301ea40d5ee467d954910",
+  "content/blogs/deploying-cube-ai-on-cvms.md": "dc9f4af55e5c019b6d8ba98b3edfbacc"
+}


Suggested change

}

}

SammyOina · 2026-02-17T13:15:53Z

content/blogs/deploying-cube-ai-on-cvms.md

+```bash
+cd gcp/kms
+tofu init
+tofu plan -var-file="../../terraform.tfvars"


what is contained in tfvars, this is not explained

SammyOina · 2026-02-17T13:16:48Z

content/blogs/deploying-cube-ai-on-cvms.md

+- Lower memory requirements due to quantization
+- Ideal for CPU or small GPU deployments
+
+No configuration changes needed. Default installs Ollama and pulls `tinyllama:1.1b`.


change to current cube defaults

SammyOina · 2026-02-17T13:18:18Z

content/blogs/deploying-cube-ai-on-cvms.md

+
+For production deployments, uncomment and add certificates in the cloud-init file:
+
+```yaml


where is the cube cloud init file this is not explained

Copilot

Pull request overview

Adds a new Ultraviolet blog post about deploying Cube AI on confidential VMs (GCP/Azure) and wires it into the site (index + sitemap), while also improving excerpts/meta descriptions for existing posts.

Changes:

Add new blog content: “Deploying Cube AI on Confidential Virtual Machines…”
Update blog listing cards/excerpts and add “Next Read” cross-links to the new post
Update sitemap and blog cache entries to include the new post and refreshed pages

Reviewed changes

Copilot reviewed 7 out of 8 changed files in this pull request and generated 5 comments.

Show a summary per file

File	Description
`sitemap.xml`	Updates lastmod values and adds the new blog URL entry.
`content/blogs/deploying-cube-ai-on-cvms.md`	Adds the new Markdown source for the blog post.
`blog/index.html`	Updates listing layout and adds the new post card + excerpts.
`blog/deploying-cube-ai-on-cvms/index.html`	Adds the generated HTML page for the new post.
`blog/confidential-computing-meets-ai/index.html`	Fills in meta description and adds cross-link to the new post.
`blog/cocos-prism-release/index.html`	Fills in meta description, adds cross-link to the new post, and updates excerpt text.
`.blogcache`	Updates cached hashes for blog sources and adds the new post.

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Copilot · 2026-02-17T13:38:49Z

blog/deploying-cube-ai-on-cvms/index.html

+  <meta property="og:image" content="https://www.ultraviolet.rs{https://www.ultraviolet.rs/img/header.avif}" />
+
+
+  <meta name="twitter:card" content="summary_large_image" />
+  <meta name="twitter:title" content="Deploying Cube AI on Confidential Virtual Machines: A Complete Guide to Secure LLM Inference on GCP and Azure" />
+  <meta name="twitter:description" content="Walk through deploying Cube AI on AMD SEV-SNP confidential VMs on Google Cloud Platform and Microsoft Azure, covering KMS setup, cloud-init configuration, backend selection (Ollama vs vLLM), TLS certificates, GPU support, and verification steps." />
+  <meta name="twitter:image" content="https://www.ultraviolet.rs{https://www.ultraviolet.rs/img/header.avif}" />


og:image and twitter:image meta tags contain a malformed URL (https://www.ultraviolet.rs{https://www.ultraviolet.rs/...}), which will break link previews/SEO. Replace with a valid absolute image URL (ideally the post cover image) without the extra {...} portion.

Suggested change

<meta property="og:image" content="https://www.ultraviolet.rs{https://www.ultraviolet.rs/img/header.avif}" />

<meta name="twitter:card" content="summary_large_image" />

<meta name="twitter:title" content="Deploying Cube AI on Confidential Virtual Machines: A Complete Guide to Secure LLM Inference on GCP and Azure" />

<meta name="twitter:description" content="Walk through deploying Cube AI on AMD SEV-SNP confidential VMs on Google Cloud Platform and Microsoft Azure, covering KMS setup, cloud-init configuration, backend selection (Ollama vs vLLM), TLS certificates, GPU support, and verification steps." />

<meta name="twitter:image" content="https://www.ultraviolet.rs{https://www.ultraviolet.rs/img/header.avif}" />

<meta property="og:image" content="https://www.ultraviolet.rs/img/header.avif" />

<meta name="twitter:card" content="summary_large_image" />

<meta name="twitter:title" content="Deploying Cube AI on Confidential Virtual Machines: A Complete Guide to Secure LLM Inference on GCP and Azure" />

<meta name="twitter:description" content="Walk through deploying Cube AI on AMD SEV-SNP confidential VMs on Google Cloud Platform and Microsoft Azure, covering KMS setup, cloud-init configuration, backend selection (Ollama vs vLLM), TLS certificates, GPU support, and verification steps." />

<meta name="twitter:image" content="https://www.ultraviolet.rs/img/header.avif" />

Copilot · 2026-02-17T13:38:50Z

blog/deploying-cube-ai-on-cvms/index.html

+        "headline": "Deploying Cube AI on Confidential Virtual Machines: A Complete Guide to Secure LLM Inference on GCP and Azure",
+        "image": "https:\/\/www.ultraviolet.rs",
+        "datePublished": "2026-02-11",
+        "author": {
+          "@type": "Person",
+          "name": "Washington Kamadi"
+        },
+        "description": "Walk through deploying Cube AI on AMD SEV-SNP confidential VMs on Google Cloud Platform and Microsoft Azure, covering KMS setup, cloud-init configuration, backend selection (Ollama vs vLLM), TLS certificates, GPU support, and verification steps."


The JSON-LD BlogPosting.image field is set to the site root URL (https://www.ultraviolet.rs) rather than an image URL. For valid structured data, set this to the actual cover image URL (or an array of image URLs).

Copilot · 2026-02-17T13:38:50Z

blog/deploying-cube-ai-on-cvms/index.html

+        }
+      }
+
+      hljs.highlightAll();


hljs.highlightAll() is called unconditionally, but this page doesn't include Highlight.js anywhere (no script tag), so hljs will be undefined and this will throw at runtime (preventing the rest of the DOMContentLoaded handler from running). Either include Highlight.js or guard the call with a typeof hljs !== 'undefined' check.

Suggested change

hljs.highlightAll();

if (typeof hljs !== 'undefined') {

hljs.highlightAll();

}

Copilot · 2026-02-17T13:38:50Z

content/blogs/deploying-cube-ai-on-cvms.md

+Start by authenticating with Azure and setting up key management:
+
+```bash
+cd cocos-infra/azure/kms


The Azure section uses cd cocos-infra/azure/kms, but earlier steps already cd cocos-infra. If the reader is already in the repo directory, this path becomes cocos-infra/cocos-infra/azure/kms. Use a path relative to the current working directory (e.g., cd azure/kms) or clarify the expected starting directory.

Suggested change

cd cocos-infra/azure/kms

cd azure/kms

Copilot · 2026-02-17T13:38:50Z

content/blogs/deploying-cube-ai-on-cvms.md

+Navigate back to the GCP directory and deploy:
+
+```bash
+cd ../ # Back to gcp directory


cd ../ # Back to gcp directory assumes the reader is currently in gcp/kms. Since Step 3/4 instruct edits in the repo root and a different file, the working directory at this point is ambiguous. Consider using an explicit path (e.g., cd <repo-root>/gcp or cd gcp from repo root) or clarify “from gcp/kms run …”.

Suggested change

Navigate back to the GCP directory and deploy:

```bash

cd ../ # Back to gcp directory

From the repository root, navigate to the GCP directory and deploy:

```bash

cd gcp # From the repo root, go to the GCP Terraform directory

Signed-off-by: WashingtonKK <washingtonkigan@gmail.com>

WashingtonKK changed the title ~~CUBE-29 - Add deploying cube AI on cvms blog~~ CUBE-53 - Add deploying cube AI on cvms blog Feb 11, 2026

SammyOina requested changes Feb 17, 2026

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SammyOina requested review from Copilot, fbugarski and smithjilks February 17, 2026 13:26

Copilot started reviewing on behalf of SammyOina February 17, 2026 13:34 View session

Copilot AI reviewed Feb 17, 2026

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WashingtonKK added 3 commits February 19, 2026 15:40

Add deploying Cube AI on CVMs blog

12d2e78

Signed-off-by: WashingtonKK <washingtonkigan@gmail.com>

Add cover image for deploying Cube AI on CVMs blog

673818b

Signed-off-by: WashingtonKK <washingtonkigan@gmail.com>

CUBE-53 - Address review comments on deploying Cube AI on CVMs blog

935fc76

Signed-off-by: WashingtonKK <washingtonkigan@gmail.com>

WashingtonKK force-pushed the deploying-cube-ai-on-cvms branch from 76e1820 to 935fc76 Compare February 19, 2026 12:43

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CUBE-53 - Add deploying cube AI on cvms blog#41

CUBE-53 - Add deploying cube AI on cvms blog#41
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WashingtonKK commented Feb 11, 2026 •

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		For production deployments, uncomment and add certificates in the cloud-init file:

		```yaml

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WashingtonKK commented Feb 11, 2026 • edited Loading Uh oh! There was an error while loading. Please reload this page.

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WashingtonKK commented Feb 11, 2026 •

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