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 exhibits a Windows bias by providing only PowerShell examples for certificate management and update operations, with no equivalent Azure CLI or bash examples for Linux/macOS users. Troubleshooting steps and instructions consistently reference the Azure portal and PowerShell, which are more commonly used on Windows. There is no mention of Linux-specific tools, nor are Linux/CLI examples presented alongside or before Windows-centric instructions.
Recommendations
  • Add Azure CLI (az) examples for all certificate management and troubleshooting steps, especially where PowerShell is currently used.
  • Include bash script snippets for common operations to assist Linux/macOS users.
  • Explicitly mention cross-platform options (e.g., Azure CLI, REST API) in troubleshooting steps and resolutions.
  • Ensure that instructions for using the Azure portal clarify that it is web-based and accessible from all platforms.
  • Where PowerShell is referenced, provide equivalent CLI commands side-by-side, or link to CLI documentation.
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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