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Azure Stack Edge Gpu Deploy Stateless Application Git Ops Guestbook
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Sad Tux - Windows bias detected
This page contains Windows bias

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This page is part of the Azure documentation. It contains code examples and configuration instructions for working with Azure services.
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Bias Analysis

Detected Bias Types
windows_first
powershell_heavy
missing_linux_example
windows_tools
Summary
The documentation page demonstrates a strong Windows bias. It explicitly assumes a Windows client, requires Windows PowerShell, and all command-line examples are shown in PowerShell context. There are no Linux or macOS command-line examples or instructions, and the documentation does not provide parity for non-Windows users. Windows tools and paths are referenced exclusively, and the workflow is described from a Windows perspective.
Recommendations
  • Add parallel instructions and examples for Linux and macOS clients, including shell commands and environment setup.
  • Show command-line examples in both PowerShell and Bash (or general shell) formats.
  • Avoid assuming the client is Windows by default; instead, present Windows, Linux, and macOS as equally supported options.
  • Reference generic tools and paths (e.g., ~/.kube for kubeconfig) alongside Windows-specific ones.
  • Explicitly mention any differences or additional steps required for Linux/macOS users.
  • Where screenshots or UI steps are shown, clarify that the process is the same regardless of client OS, or note any differences.
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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 Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets

    [10.128.44.240]: PS>kubectl get pods -n demotestguestbook
    NAME                            READY   STATUS    RESTARTS   AGE
    aseoperator1-5569658644-cqtb5   1/1     Running   0          91m
    frontend-6cb7f8bd65-4xb4f       1/1     Running   0          91m
    frontend-6cb7f8bd65-q9cxj       1/1     Running   0          91m
    frontend-6cb7f8bd65-xpzs6       1/1     Running   0          91m
    memcached-86bdf9f56b-5l2fq      1/1     Running   0          91m
    redis-master-7db7f6579f-2z29w   1/1     Running   0          91m
    redis-slave-7664787fbc-lgr2n    1/1     Running   0          91m
    redis-slave-7664787fbc-vlvzn    1/1     Running   0          91m
    [10.128.44.240]: PS>
    
    [10.128.44.240]: PS>kubectl get service -n demotestguestbook
    NAME           TYPE           CLUSTER-IP       EXTERNAL-IP     PORT(S)        AGE
    frontend       LoadBalancer   10.96.79.38      10.128.44.245   80:31238/TCP   85m
    memcached      ClusterIP      10.102.47.75     <none>          11211/TCP      85m
    redis-master   ClusterIP      10.104.32.99     <none>          6379/TCP       85m
    redis-slave    ClusterIP      10.104.215.146   <none>          6379/TCP       85m
    [10.128.44.240]: PS>
    
C:\Users\user>kubectl delete deployment,svc mysql -n userns1
deployment.apps "mysql" deleted
service "mysql" deleted
C:\Users\user>