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
missing_linux_example
windows_tools
Summary
The documentation is heavily biased toward Windows by exclusively using Azure PowerShell cmdlets for all configuration steps. There are no examples or instructions for using Azure CLI, REST API, or other cross-platform tools, which are commonly used on Linux and macOS. The prerequisites and guidance assume the use of PowerShell, and there is no mention of Bash, shell scripting, or Linux-native workflows.
Recommendations
  • Provide equivalent Azure CLI examples for each PowerShell command, as Azure CLI is cross-platform and widely used on Linux and macOS.
  • Include a section or callouts for REST API or ARM template usage for users who prefer automation or non-interactive configuration.
  • Explicitly mention that all steps can be performed from any OS using Azure CLI or Cloud Shell, not just PowerShell.
  • Add notes or links to documentation on installing and using Azure CLI on Linux.
  • Ensure that any references to local tool installation (e.g., PowerShell) are paired with Linux/macOS alternatives or instructions.
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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