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
missing_linux_example
windows_tools
Summary
The documentation page demonstrates a Windows bias by providing only PowerShell-based examples for artifact installation commands, referencing Windows-specific tools (such as Chocolatey), and using a sample artifact that is explicitly for Windows. There are no equivalent Linux shell script examples, nor is there a Linux-focused artifact sample or command. The guidance and screenshots are centered around Windows patterns, with Linux support mentioned only as an option in parameter values.
Recommendations
  • Add parallel Linux examples throughout the documentation, such as showing a bash shell script artifact and corresponding 'commandToExecute' using 'bash' or 'sh'.
  • Include a sample artifactfile.json and script for a Linux VM (e.g., installing a package with apt or yum).
  • When referencing repositories or samples, provide both Windows and Linux artifact examples, or at least mention where Linux examples can be found.
  • Balance the order of presentation so that Linux and Windows are treated equally (e.g., do not always show Windows first).
  • Mention Linux-specific tools or patterns (such as apt, yum, bash scripting) alongside Windows tools like PowerShell and Chocolatey.
  • Ensure screenshots and folder structures are not Windows-centric, or provide Linux equivalents.
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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
2025-08-17 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

  runCommand": {
      "commandToExecute": "[concat('powershell.exe -ExecutionPolicy bypass \"& ./startChocolatey.ps1'
  , ' -RawPackagesList ', parameters('packages')
  , ' -Username ', parameters('installUsername')
  , ' -Password ', parameters('installPassword'))]"
  }
  "runCommand": {
    "commandToExecute": "[concat('powershell.exe -ExecutionPolicy bypass \"& ./artifact.ps1 -StringParam ''', parameters('stringParam'), ''' -SecureStringParam (ConvertTo-SecureString ''', parameters('securestringParam'), ''' -AsPlainText -Force) -IntParam ', parameters('intParam'), ' -BoolParam:$', parameters('boolParam'), ' -FileContentsParam ''', parameters('fileContentsParam'), ''' -ExtraLogLines ', parameters('extraLogLines'), ' -ForceFail:$', parameters('forceFail'), '\"')]"
  }