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.

Bias Analysis

Detected Bias Types
powershell_heavy
windows_first
windows_tools
missing_linux_example
Summary
The documentation is heavily biased towards Windows and PowerShell. All examples and instructions use PowerShell cmdlets and Windows-specific tools (e.g., Notepad, curl.exe, hosts file location), with no Linux/macOS equivalents or alternative workflows provided. The prerequisites and workflow assume a Windows client, and Linux/macOS users are not given guidance on how to perform the same tasks.
Recommendations
  • Provide equivalent Linux/macOS instructions for all steps, including connecting to the device, managing namespaces/users, and configuring kubectl.
  • List Linux/macOS examples alongside or before Windows examples, especially for common tasks like editing the hosts file, downloading kubectl, and verifying installation.
  • Document how to perform cluster management tasks (namespace/user creation, RBAC) using cross-platform tools or REST APIs, if available.
  • Clarify which steps are Windows-only and offer alternatives or workarounds for non-Windows users.
  • Explicitly state Linux/macOS prerequisites and supported workflows in the prerequisites section.
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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