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
Summary
The documentation provides both Bash and PowerShell examples for most steps, but PowerShell is given equal prominence to Bash, and in some cases, appears before or alongside Bash rather than being secondary. There is a notable focus on Azure CLI and PowerShell scripting, which are more common in Windows environments. There are no Linux-specific tools, patterns, or troubleshooting tips, and the documentation does not address Linux-specific nuances (such as differences in base64 encoding flags or shell environment setup). The use of Azure Cloud Shell (which is Linux-based) is mentioned, but the examples and structure do not prioritize Linux-native workflows or highlight Linux-specific considerations.
Recommendations
  • Prioritize Bash examples before PowerShell in all code tabs and sections, as Bash is the default shell for most Linux environments.
  • Add Linux-specific troubleshooting notes (e.g., differences in base64 command flags, file permissions, or environment variable syntax).
  • Explicitly mention that all commands are tested in Linux environments and note any differences for Windows users as secondary.
  • Provide a section or callout for users running native Linux (outside Azure Cloud Shell), including any prerequisites or environment setup steps unique to Linux.
  • Where PowerShell is shown, clarify that it is optional and primarily for Windows users, and avoid presenting it as equally standard as Bash.
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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 Clean Clean
2026-01-08 00:00 #228 cancelled Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Biased Biased
2025-07-13 21:37 #48 completed Clean Clean
2025-07-13 20:48 #44 cancelled Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets

    # [PowerShell](#tab/powershell)

    
    # [PowerShell](#tab/powershell)

    
    # [PowerShell](#tab/powershell)

    
    # [PowerShell](#tab/powershell)

    
    # [PowerShell](#tab/powershell)

    
    # [PowerShell](#tab/powershell)

    
    # [PowerShell](#tab/powershell)

    
    
    # [PowerShell](#tab/powershell)


    
    # [PowerShell](#tab/powershell)

    
    # [PowerShell](#tab/powershell)

    
    # [PowerShell](#tab/powershell)

    
    # [PowerShell](#tab/powershell)