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
missing_linux_example
Summary
The documentation page demonstrates a clear Windows bias. The prerequisites specify a Windows client as the primary system, with PowerShell 5.0 or later as the required shell environment. All command-line examples are shown in PowerShell syntax and prompt, and the workflow is described from a Windows perspective. There are no Linux-specific instructions, shell examples, or screenshots, and Linux users are only briefly mentioned as 'any other client' without further guidance.
Recommendations
  • Add explicit instructions and examples for Linux clients, including shell commands using bash/zsh.
  • Provide screenshots and sample outputs from Linux terminals (e.g., Ubuntu, CentOS) alongside Windows/PowerShell examples.
  • Clarify installation steps for kubectl and other prerequisites for Linux systems.
  • Ensure parity in troubleshooting and workflow steps for both Windows and Linux environments.
  • Update the documentation to present both Windows and Linux options equally, rather than prioritizing Windows.
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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