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 exclusively uses Azure PowerShell cmdlets for all troubleshooting examples, with instructions to install and use PowerShell. There are no examples or guidance for using Azure CLI, Bash, or other cross-platform tools. This creates a strong Windows and PowerShell bias, making the documentation less accessible for Linux and macOS users who may prefer or require non-PowerShell solutions.
Recommendations
  • Add equivalent Azure CLI examples for each resource type, showing how to perform the same Get and Set/Update operations using az commands.
  • Include a section on using Bash or shell scripting for automation, especially for Linux/macOS users.
  • Clarify that Azure PowerShell is available cross-platform, but also highlight and provide parity for Azure CLI and REST API usage.
  • Reorder or balance examples so that PowerShell and CLI/Bash approaches are presented together, or alternate which is shown first.
  • Add guidance for installing and using Azure CLI on Linux and macOS, similar to the PowerShell installation instructions.
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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
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets