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
missing_linux_example
windows_tools
Summary
The documentation demonstrates a Windows bias by providing only Azure PowerShell examples for CLI-based integration, referencing the creation of a Windows virtual machine for validation, and omitting equivalent Linux/Bash/Azure CLI instructions. The validation section specifically instructs users to create a Windows VM, with no mention of Linux alternatives. No Linux-native tools or commands are referenced, and the only automation example uses PowerShell.
Recommendations
  • Add equivalent Azure CLI (az) examples for all PowerShell scripts and automation steps, ensuring parity for Linux and macOS users.
  • In the validation section, provide instructions for creating both Windows and Linux virtual machines, or use neutral language and link to both Windows and Linux VM creation guides.
  • Show how to run the nslookup command on both Windows (cmd/PowerShell) and Linux (bash/terminal), clarifying any differences in output or usage.
  • Reference cross-platform tools and avoid assuming the user is on Windows; where screenshots or UI steps are shown, clarify that the Azure portal is OS-agnostic.
  • Consider including Bash shell snippets or guidance for users who prefer Linux environments, especially for networking and DNS validation steps.
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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