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_first
windows_tools
Summary
The documentation provides detailed Azure PowerShell instructions, including multiple steps and notes, while the Azure CLI section is brief and limited to a single command. There is a strong emphasis on PowerShell, a Windows-centric tool, with no mention of Linux shell scripting or alternative Linux-native tools. The order of presentation also places PowerShell after CLI, but the PowerShell section is much more comprehensive, suggesting a bias towards Windows tooling and workflows.
Recommendations
  • Expand the Azure CLI section to include step-by-step instructions equivalent to those provided for PowerShell, such as checking subnet delegation and configuring integration.
  • Include Linux shell scripting examples (e.g., Bash) for tasks like parameter preparation and resource checks.
  • Mention cross-platform compatibility explicitly for both Azure CLI and PowerShell, clarifying how Linux and macOS users can perform these tasks.
  • Add troubleshooting or advanced configuration examples using Linux-native tools where applicable.
  • Ensure parity in detail and guidance between CLI and PowerShell sections to avoid favoring Windows users.
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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 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 Clean Clean
2026-01-08 00:00 #228 cancelled Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-14 00:00 #111 completed Clean Clean
2025-09-13 00:00 #110 completed Clean Clean
2025-09-12 00:00 #109 completed Clean Clean
2025-09-11 00:00 #108 completed Clean Clean
2025-09-10 00:00 #107 completed Clean Clean
2025-08-15 00:01 #81 cancelled Biased Biased
2025-07-13 21:25 #47 cancelled Biased Biased
2025-07-13 20:48 #44 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets