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
Summary
The documentation provides both Azure CLI and PowerShell examples for programmatic management, but PowerShell examples are often given equal or greater prominence, and some advanced scenarios (such as multi-source rules and Azure Front Door restrictions) are illustrated only with PowerShell. There are no explicit Linux shell/bash examples, and PowerShell is traditionally associated with Windows environments, which may disadvantage Linux users. However, the use of Azure CLI (which is cross-platform) mitigates this bias to some extent. There is no mention of Windows-specific tools or patterns outside of PowerShell usage.
Recommendations
  • For every PowerShell example, provide an equivalent Azure CLI example, especially in advanced scenarios like multi-source rules and Azure Front Door restrictions.
  • Where possible, include bash shell script examples for common tasks, to better support Linux-native workflows.
  • Clarify that both Azure CLI and PowerShell are available in Azure Cloud Shell, which is cross-platform, to reduce perceived Windows bias.
  • Where PowerShell is shown first or exclusively, alternate the order or default to Azure CLI, as it is more universally accessible.
  • Explicitly state that all features are available regardless of the underlying OS of the App Service (Windows or Linux), and call out any exceptions if they exist.
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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 Biased Biased
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
2025-09-09 00:00 #106 completed Clean Clean
2025-09-08 00:00 #105 completed Biased Biased
2025-09-07 00:00 #104 completed Biased Biased
2025-09-06 00:00 #103 completed Biased Biased
2025-09-05 00:00 #102 completed Biased Biased
2025-09-04 00:00 #101 completed Clean Clean
2025-09-03 00:00 #100 completed Biased Biased
2025-08-15 00:01 #81 cancelled Biased Biased
2025-08-12 00:00 #78 cancelled Biased Biased
2025-08-11 00:00 #77 completed Clean Clean
2025-08-10 00:00 #76 completed Biased Biased
2025-08-09 00:00 #75 completed Clean Clean
2025-08-08 00:00 #74 completed Biased Biased
2025-08-07 00:00 #73 completed Biased Biased
2025-07-13 21:37 #48 completed Biased Biased
2025-07-13 21:25 #47 cancelled Clean Clean
2025-07-13 20:48 #44 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets