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
missing_linux_example
windows_first
Summary
The documentation page is heavily focused on Windows and PowerShell-based workflows. All examples and migration steps reference PowerShell DSC, Windows PowerShell versions, and Windows-specific tools and concepts. There is no mention of Linux equivalents, nor are Linux-specific scenarios or commands provided. The guidance assumes the reader is working in a Windows environment, and Linux support or differences are not addressed.
Recommendations
  • Include explicit guidance for Linux VMs, such as how to check for DSC extension usage on Linux (if supported), and clarify any differences in extension names or behaviors.
  • Provide examples using Bash or other Linux-native tools where applicable, or clarify if only PowerShell is supported on Linux.
  • Discuss any differences in how machine configuration and DSC extension work on Linux versus Windows, including supported features and limitations.
  • Mention the required PowerShell versions and modules for Linux, and provide installation instructions or references for Linux environments.
  • Add a section or callouts for Linux users to ensure parity and clarify platform-specific considerations.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-12 00:58 #8 cancelled Clean Clean
2025-07-10 05:06 #7 processing Clean Clean

Flagged Code Snippets

resources
| where type == 'microsoft.compute/virtualmachines'
| extend
    JoinID = toupper(id),
    OSName = tostring(properties.osProfile.computerName),
    OSType = tostring(properties.storageProfile.osDisk.osType)
| join kind=inner(
    resources
    | where type == 'microsoft.compute/virtualmachines/extensions'
    | extend 
        VMId = toupper(substring(id, 0, indexof(id, '/extensions'))),
        ExtensionName = tolower(name)
    | where ExtensionName == 'microsoft.powershell.dsc'
) on $left.JoinID == $right.VMId
| project OSName, OSType, ExtensionName, ['id']
| order by tolower(OSName) asc