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 page demonstrates a Windows bias by primarily featuring PowerShell examples and references, mentioning Azure PowerShell as the only CLI for key rotation, and listing PowerShell runbooks and cmdlet references before alternatives. There are no examples using Azure CLI, Bash, or Linux-native tools, and Linux-centric workflows are not discussed. The documentation assumes familiarity with Windows tooling and patterns, and does not provide parity for Linux users.
Recommendations
  • Add equivalent Azure CLI (az) commands for all PowerShell cmdlet examples, especially for key rotation and account management.
  • Include Bash shell examples and instructions for Linux/macOS users where applicable.
  • Present cross-platform options side-by-side, or alternate the order so Linux tools are not always listed after Windows/PowerShell.
  • Reference both PowerShell and Python runbooks equally in tutorials and next steps, and add Bash or other language runbook examples if supported.
  • Explicitly mention platform neutrality of the Azure portal and clarify that all steps can be performed from any OS.
  • Provide links to Linux-specific documentation or troubleshooting guides for Azure Automation.
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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
2026-01-12 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 Clean Clean
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

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