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 bias toward Windows environments by providing only Azure PowerShell deployment instructions and examples, referencing Windows-centric tools (such as IIS), and omitting Linux CLI/bash examples. The use of PowerShell is presented as the primary method for deploying the ARM template, with no equivalent Bash, Azure CLI, or Linux shell instructions. Additionally, the web server used for demonstration is IIS, a Windows technology, with no mention of Linux alternatives.
Recommendations
  • Add equivalent Azure CLI (az) deployment instructions and code blocks, suitable for Linux/macOS users.
  • Include Bash shell examples for template deployment in addition to PowerShell.
  • Demonstrate deployment of a Linux-based web server (e.g., Apache or Nginx) alongside or instead of IIS.
  • Explicitly mention cross-platform options and clarify that ARM templates can be deployed from any OS.
  • Reorder or parallelize instructions so that Windows and Linux methods are presented together, rather than Windows-first.
  • Provide screenshots or output examples from Linux environments where relevant.
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Scan History

Date Scan Status Result
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
2026-01-11 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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Clean Clean