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
windows_tools
Summary
The documentation page demonstrates a Windows bias by providing only Windows-centric examples and instructions. The only CLI example uses Azure PowerShell, with no Bash, Azure CLI, or Linux shell equivalents. The validation step explicitly instructs users to create a Windows VM, with no mention of Linux VMs or cross-platform alternatives. All screenshots and portal instructions are generic, but command-line and VM instructions are Windows-specific, and there is no guidance for Linux users.
Recommendations
  • Add Azure CLI (az) examples alongside or instead of Azure PowerShell, as Azure CLI is cross-platform and widely used on Linux and macOS.
  • Include instructions for creating and validating with a Linux VM (e.g., Ubuntu), and provide equivalent shell commands (such as nslookup) for Linux.
  • Where possible, use generic terminology (e.g., 'command line' instead of 'PowerShell') and clarify that steps apply to both Windows and Linux unless platform-specific.
  • Add notes or sections highlighting any platform-specific differences or considerations for Linux users.
  • Ensure parity in troubleshooting and validation steps for both Windows and Linux environments.
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Scan History

Date Scan Status Result
2026-02-02 00:00 #330 completed Biased Biased
2026-02-01 00:00 #326 completed Biased Biased
2026-01-31 00:00 #322 completed Biased Biased
2026-01-30 00:00 #318 completed Biased Biased
2026-01-27 00:00 #306 completed Biased Biased
2026-01-26 00:00 #302 completed Biased Biased
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-12 00:00 #243 cancelled 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