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Fix typos and enhance clarity in documentation (#471)

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* Fix typos and enhance clarity in documentation

Corrected typos and improved clarity in the documentation.

* Update src/pages/use-cases/distributed-multi-cloud-ai-argocd-microk8s-vllm.mdx

---------

Co-authored-by: Eduard Gert <kontakt@eduardgert.de>
This commit is contained in:
Brandon Hopkins
2025-11-12 07:24:06 -05:00
committed by GitHub
parent f12647b4da
commit f2f665d0bf
1 changed files with 4 additions and 4 deletions
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src/pages/use-cases/distributed-multi-cloud-ai-argocd-microk8s-vllm.mdx
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@@ -5,7 +5,7 @@ import {Note} from "@/components/mdx";
We are building a distributed AI infrastructure project that connects GPU clusters across many different cloud providers using Kubernetes orchestration. This setup uses ArgoCD as a GitOps control plane to manage workloads across multiple MicroK8s clusters, with NetBird providing secure zero-trust networking between all components. We are building a distributed AI infrastructure project that connects GPU clusters across many different cloud providers using Kubernetes orchestration. This setup uses ArgoCD as a GitOps control plane to manage workloads across multiple MicroK8s clusters, with NetBird providing secure zero-trust networking between all components.
<Note> <Note>
This is document is activily being changed and tested. Please see 'Known Issues and Future Improvements' at the bottom of the page. This document is actively being changed and tested. Please see 'Known Issues and Future Improvements' at the bottom of the page.
</Note> </Note>
<p> <p>
@@ -284,7 +284,7 @@ After the VM boots and MicroK8s is running, we need to register this cluster wit
**Future Optimization Notes:** **Future Optimization Notes:**
- Setup keys: Currently using one-shot keys per node; needs automation for scale - Setup keys: Currently using one-shot keys per node; needs automation for scale
- Pre-baked images: Creating custom VM images with software pre-installed would speed up provisioning significantly - Pre-baked images: Creating custom VM images, with software pre-installed would speed up provisioning significantly
### Create Service Account and RBAC ### Create Service Account and RBAC
@@ -333,7 +333,7 @@ microk8s.kubectl apply -f svc.yml
- **Secret**: Automatically generated token for authentication - **Secret**: Automatically generated token for authentication
- **ClusterRoleBinding**: Grants cluster-admin permissions to ArgoCD (full control) - **ClusterRoleBinding**: Grants cluster-admin permissions to ArgoCD (full control)
*Note: In production, you'd use more restricted RBAC permissions based on the principle of least privilege.* *Note: In production, you should use more restricted RBAC permissions based on the principle of least privilege.*
### Extract the Authentication Token ### Extract the Authentication Token
@@ -584,7 +584,7 @@ spec:
- `{{server}}`: Cluster API endpoint - `{{server}}`: Cluster API endpoint
- `{{path}}`: Directory path in Git (e.g., "apps/vllm") - `{{path}}`: Directory path in Git (e.g., "apps/vllm")
- `{{path.basename}}`: Just the directory name (e.g., "vllm") - `{{path.basename}}`: Just the directory name (e.g., "vllm")
3. **Resulting Applications**: 3. **Applications Created**:
- For each cluster with `megamesh: "true"` label - For each cluster with `megamesh: "true"` label
- For each app directory in the repo - For each app directory in the repo
- Creates an Application named like: `aws-germany-cluster-vllm` - Creates an Application named like: `aws-germany-cluster-vllm`