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
missing_linux_example
Summary
The documentation provides deployment instructions using both Azure CLI and Azure PowerShell, but PowerShell is given equal prominence to CLI throughout, and specific PowerShell cmdlets (e.g., Get-AzLabServicesLab) are highlighted. There are no Linux-specific shell examples (such as Bash), nor is there mention of Linux-specific tooling or patterns. The documentation assumes familiarity with PowerShell and does not address platform-specific nuances for Linux users, such as shell differences or installation steps for Azure CLI/PowerShell on Linux. The only reference to Linux is in the 'Next steps' section, which points to a Linux VM tutorial, but no Linux-specific guidance is provided in the main workflow.
Recommendations
  • Add explicit Bash examples alongside PowerShell, especially for common tasks such as deployment, resource listing, and cleanup.
  • Include notes or links about installing and using Azure CLI and PowerShell on Linux systems.
  • Clarify that Azure CLI commands work cross-platform and highlight any differences in usage or output between Windows and Linux shells.
  • Where PowerShell modules/cmdlets are mentioned, provide equivalent Bash/CLI commands and note any differences in behavior or prerequisites.
  • Consider reordering examples to present CLI/Bash first, as it is more universally available across platforms.
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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 Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets