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
windows_first
powershell_heavy
windows_tools
missing_linux_example
Summary
The documentation page exhibits a strong Windows bias. All command-line examples are shown in Windows PowerShell, with explicit references to Windows paths (e.g., C:\Users\<username>\.kube) and usage of the PS prompt. The prerequisites and instructions assume a Windows client, and there is no mention or example of Linux or macOS equivalents. Windows-specific tools and patterns (such as PowerShell and Windows directory structures) are referenced exclusively, and Linux alternatives are not provided.
Recommendations
  • Provide parallel examples using Linux/macOS shells (e.g., bash), including sample commands and outputs.
  • Mention Linux/macOS as supported client platforms in the prerequisites and clarify any differences in setup.
  • Use platform-neutral paths (e.g., $HOME/.kube) or show both Windows and Linux/macOS paths where relevant.
  • Avoid using only PowerShell syntax; include bash/zsh syntax for kubectl commands.
  • Add notes or sections highlighting any platform-specific considerations, such as file locations or command-line tool installation steps for Linux/macOS.
  • Ensure that the documentation does not imply Windows is the default or only supported environment for these operations.
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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