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
windows_first
missing_linux_example
Summary
The documentation exclusively describes management tasks using the Azure Portal web interface, with no mention of command-line tools or automation. However, where command-line or scripting might be relevant (e.g., bulk user creation, role assignment, or auditing), there are no examples for PowerShell, CLI, or any platform-specific tools. The only interface described is the Azure Portal, which is cross-platform via browser, but the documentation implicitly assumes a GUI-first, Windows-centric workflow by not mentioning or providing parity for Linux or cross-platform automation tools (such as Azure CLI or REST API). There are no explicit Windows-only tools, but the lack of CLI or automation examples can disadvantage Linux users who may prefer or require non-GUI workflows.
Recommendations
  • Add examples using Azure CLI (az), which is cross-platform and works on Linux, macOS, and Windows.
  • Where appropriate, provide PowerShell examples alongside Azure CLI, but do not make PowerShell the only automation example.
  • Include REST API references or examples for tasks that can be automated, to support users on any platform.
  • Explicitly mention that all tasks can be performed via browser on any OS, but also provide links or examples for automation and scripting.
  • For bulk operations (e.g., user creation), provide sample scripts or commands for both Azure CLI and PowerShell.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
2026-01-12 00:00 #243 cancelled Clean Clean
2026-01-11 00:00 #240 completed Clean Clean
2026-01-10 00:00 #237 completed Clean Clean
2026-01-09 00:34 #234 completed Clean Clean
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
2025-09-12 00:00 #109 completed Clean Clean
2025-09-11 00:00 #108 completed Clean Clean
2025-09-10 00:00 #107 completed Clean Clean
2025-09-09 00:00 #106 completed Clean Clean
2025-08-13 00:00 #79 cancelled Clean Clean
2025-07-13 21:17 #46 cancelled Clean Clean
2025-07-13 20:48 #44 cancelled Clean Clean
2025-07-13 20:32 #43 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Clean Clean