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 examples for Azure CLI, Azure PowerShell, and the Azure Portal. While Azure CLI is cross-platform, Azure PowerShell is primarily associated with Windows environments, and its inclusion as a main example can signal a Windows bias. Additionally, the PowerShell example is always presented immediately after the CLI example, which may reinforce a Windows-centric workflow. There are no Linux-specific shell examples (e.g., Bash scripts using curl, jq, etc.), nor is there mention of Linux-native tools or patterns.
Recommendations
  • Add explicit Linux shell (bash) examples using Azure CLI, demonstrating output parsing with common Linux tools (e.g., jq, grep).
  • Clarify that Azure CLI is cross-platform and can be used on Linux, macOS, and Windows.
  • Consider including a note or section for Linux users, highlighting any OS-specific considerations or tips.
  • If PowerShell is included, also mention PowerShell Core (pwsh) is available on Linux/macOS, or provide parity examples for Bash.
  • Review ordering of examples to avoid always presenting Windows-centric tools before cross-platform or Linux-native options.
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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 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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Clean Clean

Flagged Code Snippets