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
windows_tools
Summary
The documentation demonstrates a moderate Windows bias by consistently presenting Azure PowerShell (a Windows-centric tool) examples before Azure CLI (cross-platform) examples. It also recommends Visual Studio Code and its extensions for syntax validation, which, while cross-platform, are more commonly associated with Windows workflows. There are no explicit Linux shell or scripting examples, and no mention of Linux-specific tools or patterns. However, Azure CLI examples are present and correct, and no examples are strictly Windows-only.
Recommendations
  • Alternate the order of PowerShell and Azure CLI examples, or present Azure CLI first to reflect its cross-platform nature.
  • Explicitly mention that both Azure CLI and Visual Studio Code are available on Linux, macOS, and Windows.
  • Where appropriate, provide Linux shell (bash) command-line examples, especially for common troubleshooting tasks.
  • Highlight any differences in experience or troubleshooting steps between Windows and Linux environments, if applicable.
  • Consider referencing additional editors or tools popular in Linux environments (e.g., Vim, Emacs, nano) for template editing and validation, if relevant.
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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
2026-01-12 00:00 #243 cancelled Clean Clean
2026-01-11 00:00 #240 completed Clean Clean
2026-01-10 00:00 #237 completed Clean Clean
2026-01-09 00:34 #234 completed Clean Clean
2026-01-08 00:53 #231 completed Clean Clean
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

Flagged Code Snippets

Test-AzResourceGroupDeployment: Cannot retrieve the dynamic parameters for the cmdlet.
Cannot find path '/tmp/11111111-1111-1111-1111-111111111111/main.json' because it does not exist.
(Get-AzResourceGroupDeploymentOperation `
  -DeploymentName exampledeployment `
  -ResourceGroupName examplegroup).StatusCode