Document Details

Azure Stack Edge Gpu Create Kubernetes Cluster
Home / Scan #2 / Azure Stack Edge Gpu Create Kubernetes Cluster
Sad Tux - Windows bias detected
This page contains Windows bias

About This Page

This page is part of the Azure documentation. It contains code examples and configuration instructions for working with Azure services.
GitHub View on GitHub 📚 View on Microsoft Learn

Bias Analysis

Detected Bias Types
powershell_heavy
windows_first
missing_linux_example
windows_tools
Summary
The documentation is heavily biased towards Windows and PowerShell usage. All command-line examples use PowerShell cmdlets, and the workflow assumes a Windows client environment. Instructions for installing and using kubectl are Windows-specific, and file path references are Windows-only. There are no Linux or macOS examples, nor any mention of equivalent Linux commands or file locations. Windows tools (e.g., Notepad, curl.exe) and patterns are referenced exclusively.
Recommendations
  • Provide parallel instructions and examples for Linux (and optionally macOS) environments, including shell (bash) commands for managing namespaces, users, and kubectl configuration.
  • Include Linux-specific instructions for downloading and installing kubectl, referencing the appropriate binary and installation steps.
  • Document the location of the kube config file for Linux/macOS users (typically ~/.kube/config), and provide examples of copying the config file in those environments.
  • Replace or supplement Windows-specific tools (e.g., Notepad, hosts file path) with Linux equivalents (e.g., nano/vim, /etc/hosts).
  • Clearly state at the beginning that the instructions are applicable to both Windows and Linux clients, and structure the documentation to present both options equally.
  • Where PowerShell cmdlets are required (e.g., New-HcsKubernetesNamespace), clarify if and how these can be run from non-Windows clients, or provide REST API or CLI alternatives if available.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets

    [10.100.10.10]: PS> New-HcsKubernetesUser -UserName "aseuser1"
        apiVersion: v1
        clusters:
        - cluster:
            certificate-authority-data: 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
            server: https://10.128.47.90:6443
            name: kubernetes
        contexts:
        - context:
            cluster: kubernetes
            user: aseuser1
            name: aseuser1@kubernetes
        current-context: aseuser1@kubernetes
        kind: Config
        preferences: {}
        users:
        - name: aseuser1
            user:
            client-certificate-data: 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
            client-key-data: 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  
        
    [10.100.10.10]: PS>
    
    PS C:\windows\system32> curl.exe -LO "https://dl.k8s.io/release/v1.25.0/bin/windows/amd64/kubectl.exe"

    PS C:\windows\system32>
    
    PS C:\Users\myuser> C:\windows\system32\kubectl.exe version
    Client Version: version.Info{Major:"1", Minor:"15", GitVersion:"v1.15.2", GitCommit:"f6278300bebbb750328ac16ee6dd3aa7d3549568", GitTreeState:"clean", BuildDate:"2019-08-05T09:23:26Z", GoVersion:"go1.12.5", Compiler:"gc", Platform:"windows/amd64"}
    Server Version: version.Info{Major:"1", Minor:"15", GitVersion:"v1.15.1", GitCommit:"4485c6f18cee9a5d3c3b4e523bd27972b1b53892", GitTreeState:"clean", BuildDate:"2019-07-18T09:09:21Z", GoVersion:"go1.12.5", Compiler:"gc", Platform:"linux/amd64"}
    PS C:\Users\myuser>
    
    PS C:\Users\myuser> kubectl get pods -n "myasetest1"
    No resources found.
    PS C:\Users\myuser>