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
powershell_heavy
windows_tools
missing_linux_example
Summary
The documentation demonstrates a moderate Windows bias. In most sections, examples are provided for Azure CLI, Azure PowerShell, and the Azure Portal, but there is a consistent presence of PowerShell (a Windows-centric tool) as a primary example. In OS update queries, Windows and general OS queries are presented before Linux-specific queries, and the Linux example appears later in the document. There are no Linux-native command-line examples (e.g., Bash scripts or Linux-specific tooling) outside of the Azure CLI, and terminology and patterns (such as PowerShell) are more familiar to Windows users. The documentation does not provide parity in Linux-native usage or highlight Linux-specific considerations except in one dedicated Linux section.
Recommendations
  • Provide Linux-native command-line examples (e.g., Bash, shell scripts) alongside PowerShell, especially for scenarios where users may interact with Azure from Linux environments.
  • Ensure that Linux-specific queries and examples are given equal prominence and are not grouped only at the end or in a separate section.
  • Where PowerShell is used, clarify that it is cross-platform or provide explicit Linux installation/use instructions.
  • Highlight any differences in resource properties or behaviors between Windows and Linux VMs in the documentation.
  • Consider adding a table or section summarizing OS-specific queries for both Windows and Linux at the top of the page for quick reference.
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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
2026-01-11 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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets

# [Azure PowerShell](#tab/azure-powershell)

# [Azure PowerShell](#tab/azure-powershell)

# [Azure PowerShell](#tab/azure-powershell)

# [Azure PowerShell](#tab/azure-powershell)

# [Azure PowerShell](#tab/azure-powershell)

# [Azure PowerShell](#tab/azure-powershell)