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Azure Stack Edge Gpu Deploy Stateless Application Kubernetes
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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
powershell_heavy
windows_first
missing_linux_example
windows_tools
Summary
The documentation demonstrates a strong Windows bias. All command-line examples are shown in PowerShell, with Windows paths (e.g., C:\Users\<username>\.kube), and sample outputs are from PowerShell terminals. The prerequisites and instructions explicitly reference Windows PowerShell and Windows client systems, with only a brief mention that 'any other client with a Supported operating system' can be used, but no Linux or macOS instructions or examples are provided. There is no guidance for Linux users regarding equivalent commands, file paths, or shell environments.
Recommendations
  • Add parallel Linux (bash) examples for all kubectl commands, including sample outputs from a Linux terminal.
  • Include Linux file paths (e.g., ~/.kube) alongside Windows paths when discussing configuration directories.
  • In the prerequisites, explicitly list supported Linux distributions and provide installation instructions for kubectl and any required tools on Linux.
  • Provide notes or callouts for any differences in behavior or setup between Windows and Linux clients.
  • Ensure that all instructions, especially those involving file manipulation or navigation, are cross-platform or have platform-specific sections.
  • Consider using neutral shell prompts (e.g., $ or >) in generic examples, or provide both PowerShell and bash prompts.
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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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets

   PS C:\Users\user> kubectl describe pod "nginx-deployment-5754944d6c-7wqjd" -n "test1"

   Name:           nginx-deployment-5754944d6c-7wqjd
   Namespace:      test1
   Priority:       0
   Node:           k8s-1d9qhq2cl-n1/10.128.46.184
   Start Time:     Tue, 18 Feb 2020 13:35:29 -0800
   Labels:         app=nginx
                   pod-template-hash=5754944d6c
   Annotations:    <none>
   Status:         Running
   IP:             172.17.246.200
   Controlled By:  ReplicaSet/nginx-deployment-5754944d6c
    Containers:
      nginx:
        Container ID:   docker://280b0f76bfdc14cde481dc4f2b8180cf5fbfc90a084042f679d499f863c66979
        Image:          nginx:1.7.9
        Image ID:       docker-pullable://nginx@sha256:e3456c851a152494c3e4ff5fcc26f240206abac0c9d794affb40e0714846c451
        Port:           80/TCP
        Host Port:      0/TCP
        State:          Running
          Started:      Tue, 18 Feb 2020 13:35:35 -0800
        Ready:          True
        Restart Count:  0
        Environment:    <none>
        Mounts:
          /var/run/secrets/kubernetes.io/serviceaccount from default-token-8gksw (ro)
    Conditions:
      Type              Status
      Initialized       True
      Ready             True
      ContainersReady   True
      PodScheduled      True
    Volumes:
      default-token-8gksw:
        Type:        Secret (a volume populated by a Secret)
        SecretName:  default-token-8gksw
        Optional:    false
    QoS Class:       BestEffort
    Node-Selectors:  <none>
    Tolerations:     node.kubernetes.io/not-ready:NoExecute for 300s
                     node.kubernetes.io/unreachable:NoExecute for 300s
    Events:
      Type    Reason     Age    From                       Message
      ----    ------     ----   ----                       -------
      Normal  Scheduled  4m58s  default-scheduler          Successfully assigned test1/nginx-deployment-5754944d6c-7wqjd to k8s-1d9qhq2cl-n1
      Normal  Pulling    4m57s  kubelet, k8s-1d9qhq2cl-n1  Pulling image "nginx:1.7.9"
      Normal  Pulled     4m52s  kubelet, k8s-1d9qhq2cl-n1  Successfully pulled image "nginx:1.7.9"
      Normal  Created    4m52s  kubelet, k8s-1d9qhq2cl-n1  Created container nginx
      Normal  Started    4m52s  kubelet, k8s-1d9qhq2cl-n1  Started container nginx
   
   PS C:\WINDOWS\system32> 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:\WINDOWS\system32> kubectl get pods -n "test1"
   No resources found.
   PS C:\WINDOWS\system32>
   
PS C:\Users\user> kubectl delete deployment nginx-deployment -n "test1"
deployment.extensions "nginx-deployment" deleted