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 given in PowerShell, which is primarily a Windows tool. There are no Azure CLI or Bash examples, and PowerShell is presented as the default method for updating certificates, creating friction for Linux/macOS users. Additionally, portal-based instructions do not mention OS-specific differences, but the only automation examples are Windows-centric.
Recommendations
  • Add equivalent Azure CLI examples for all PowerShell commands, especially for certificate updates and Key Vault interactions.
  • Explicitly mention that PowerShell commands can be run on Linux/macOS with PowerShell Core, or provide Bash/CLI alternatives.
  • Ensure that troubleshooting steps reference cross-platform tools and avoid assuming Windows as the default environment.
  • Where screenshots or portal instructions are given, clarify any OS-specific nuances if relevant.
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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