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
Summary
The documentation page provides troubleshooting steps for Azure Application Gateway key vault errors, but command-line examples are exclusively in PowerShell, with no Azure CLI or Bash alternatives. This creates friction for Linux/macOS users, as PowerShell is not their default environment. Additionally, PowerShell examples are presented first and exclusively, and there are no Linux-specific instructions or screenshots.
Recommendations
  • Add equivalent Azure CLI examples for all PowerShell commands, especially for certificate updates and key vault interactions.
  • Include notes or sections indicating how Linux/macOS users can perform these tasks using Bash or Azure CLI.
  • Where screenshots are shown, clarify that the Azure Portal experience is cross-platform, but highlight any OS-specific differences if relevant.
  • Present CLI examples before or alongside PowerShell to avoid Windows-first bias.
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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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets