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 exclusively uses PowerShell commands and references connecting to the PowerShell interface, which is a Windows-centric tool. All examples and instructions are provided using PowerShell cmdlets, with no mention of Linux-compatible tools, Bash, or CLI alternatives. There is no guidance for users operating from Linux or macOS environments, nor any cross-platform parity in the examples or instructions.
Recommendations
  • Provide equivalent instructions and examples using Azure CLI (az) commands, which are cross-platform and work on Linux, macOS, and Windows.
  • Include steps for connecting to the Azure Stack Edge device from Linux or macOS, such as via SSH, and clarify any prerequisites for non-Windows users.
  • Add Bash or shell script examples alongside PowerShell, or clarify if the operations can only be performed via PowerShell and why.
  • Explicitly mention platform requirements and alternatives at the start of the article, so users know if Windows/PowerShell is mandatory or if cross-platform options exist.
  • Reference documentation for Linux users where relevant, such as links to Azure CLI documentation or SSH connection guides.
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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