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
missing_linux_example
windows_tools
windows_first
Summary
The documentation page demonstrates a Windows bias by providing only Azure PowerShell examples for command-line operations, with no mention or examples of Azure CLI (cross-platform) or Bash scripting. The use of PowerShell-specific commands and references to 'scripts' in the exported template further reinforce the Windows-centric approach. There is no guidance for Linux or macOS users, nor are alternative tools or workflows presented. The structure also presents PowerShell examples before any mention of cross-platform alternatives, which are absent.
Recommendations
  • Add Azure CLI examples alongside PowerShell for all command-line operations, including template export, modification, and deployment.
  • Explicitly mention that Azure CLI can be used on Linux, macOS, and Windows, and provide Bash script samples where appropriate.
  • Clarify that the exported templates and scripts can be used with both PowerShell and Azure CLI, and provide instructions for both.
  • Reorder examples to present cross-platform (Azure CLI) options before or alongside PowerShell, to avoid Windows-first perception.
  • Include a section or note on how Linux/macOS users can perform the same tasks, including installation and usage of Azure CLI.
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Scan History

Date Scan Status Result
2026-01-30 00:00 #318 completed Biased Biased
2026-01-27 00:00 #306 completed Biased Biased
2026-01-26 00:00 #302 completed Biased Biased
2026-01-24 00:00 #294 completed Biased Biased
2026-01-23 00:00 #290 failed Biased Biased
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 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
2025-09-16 00:00 #113 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased

Flagged Code Snippets