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

Bias Types:
⚠️ powershell_heavy
⚠️ windows_first
⚠️ windows_tools
Summary:
The documentation demonstrates a moderate Windows bias. PowerShell (a Windows-centric tool) is presented as the first and primary automation method, with detailed scripting examples. In the Azure CLI section, both Bash (Linux) and Windows command syntaxes are shown, but Windows batch syntax is given equal or more prominence than is typical for cross-platform parity. The use of Windows-specific tools and patterns (PowerShell, batch variables, REM comments) is evident, and Linux/Bash examples are not consistently prioritized or explained in greater detail.
Recommendations:
  • Present Azure CLI (Bash/Linux) examples before PowerShell or at least with equal prominence, as Azure CLI is cross-platform and more common in Linux environments.
  • In the Azure CLI section, provide Bash (Linux) syntax first, and clearly mark Windows batch syntax as an alternative for Windows users.
  • Avoid using Windows batch-specific comments (e.g., REM) in CLI examples unless also providing the Bash equivalent (e.g., # for comments).
  • Include more context or tips for Linux users, such as how to run scripts in typical Linux shells or integrate with Linux automation tools.
  • Consider adding a table or section summarizing the differences in command syntax between platforms to help users quickly find the relevant information.
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Scan History

Date Scan ID Status Bias Status
2025-08-17 00:01 #83 in_progress ✅ Clean
2025-07-13 21:37 #48 completed ❌ Biased
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ❌ Biased

Flagged Code Snippets

# Get the lab information $devTestLab = Get-AzResource -ResourceType 'Microsoft.DevTestLab/labs' -ResourceName $devTestLabName # Start or stop the VM and return a succeeded or failed status $returnStatus = Invoke-AzResourceAction ` -ResourceId "$($devTestLab.ResourceId)/virtualmachines/$vMToStart" ` -Action $vmAction ` -Force if ($returnStatus.Status -eq 'Succeeded') { Write-Output "##[section] Successfully updated DTL machine: $vMToStart, Action: $vmAction" } else { Write-Error "##[error] Failed to update DTL machine: $vMToStart, Action: $vmAction" }