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_tools
missing_linux_example
windows_first
Summary
The documentation page demonstrates a notable Windows bias by exclusively providing PowerShell-based command-line examples and instructions. There are no equivalent examples for Linux/macOS users (such as Azure CLI or Bash), and PowerShell is referenced as the sole automation tool. This creates friction for users on non-Windows platforms, as they must either install PowerShell Core or translate commands themselves. The portal instructions are platform-neutral, but all scripting and automation guidance is Windows-centric.
Recommendations
  • Add equivalent Azure CLI examples for all PowerShell cmdlets shown, as Azure CLI is cross-platform and widely used on Linux/macOS.
  • Explicitly mention that PowerShell Core is available on Linux/macOS, but provide CLI/Bash alternatives for parity.
  • Reorder sections so that platform-neutral or cross-platform solutions (like Azure CLI) are presented before or alongside PowerShell.
  • Include notes or links to documentation for Linux/macOS users on how to install and use PowerShell Core if needed.
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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
2026-01-08 00:00 #228 cancelled Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-14 00:00 #111 completed Clean Clean
2025-09-13 00:00 #110 completed Clean Clean
2025-09-12 00:00 #109 completed Clean Clean
2025-09-11 00:00 #108 completed Clean Clean
2025-09-10 00:00 #107 completed Biased Biased
2025-08-15 00:01 #81 cancelled Biased Biased
2025-07-13 21:25 #47 cancelled Clean Clean
2025-07-13 20:48 #44 cancelled Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets