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_tools
windows_first
Summary
The documentation page exhibits a moderate Windows bias. PowerShell is referenced frequently, including in notes about module usage and in example commands. Windows-centric tools (such as Visual Studio and System Center Operations Manager) are mentioned without equivalent Linux alternatives. In several cases, PowerShell examples are given before or instead of Linux shell/CLI examples, and Windows terminology (e.g., 'cmdlet', 'subscription data file') is used. There are few, if any, explicit Linux/bash examples or references to Linux-native tooling, even when discussing cross-platform Azure CLI usage.
Recommendations
  • Provide Linux/bash equivalents for all PowerShell examples, especially for Azure CLI usage.
  • When referencing tools like Visual Studio, also mention cross-platform alternatives (e.g., VS Code, JetBrains Rider) and how to configure them for Azure Government.
  • Use neutral terminology (e.g., 'command', 'script') instead of Windows-specific terms like 'cmdlet' where possible.
  • Explicitly state cross-platform support for tools and modules (e.g., Azure CLI, Az PowerShell) and clarify installation/usage steps for Linux/macOS.
  • Include examples of configuring endpoints, SDKs, and firewalls using Linux-native approaches (e.g., iptables, ufw) alongside Windows instructions.
  • Ensure that any references to Windows-specific services (e.g., System Center Operations Manager) are balanced with Linux/open-source alternatives or note their platform limitations.
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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
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-16 00:00 #113 completed Clean Clean
2025-09-15 00:00 #112 completed 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 Clean Clean
2025-09-09 00:00 #106 completed Clean Clean
2025-09-08 00:00 #105 completed Clean Clean
2025-09-07 00:00 #104 completed Clean Clean
2025-09-06 00:00 #103 completed Clean Clean
2025-09-05 00:00 #102 completed Clean Clean
2025-09-04 00:00 #101 completed Clean Clean
2025-09-03 00:00 #100 completed Clean Clean
2025-09-02 00:00 #99 cancelled Biased Biased
2025-09-01 00:00 #98 cancelled Biased Biased
2025-08-29 00:01 #95 completed Biased Biased
2025-08-28 00:01 #94 cancelled Biased Biased
2025-08-27 00:01 #93 cancelled Biased Biased
2025-08-26 00:00 #92 cancelled Biased Biased
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets