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 exclusively provides automation and CLI examples using Azure PowerShell, which is primarily a Windows-centric tool. There are no examples using Azure CLI (cross-platform), Bash, or Linux-native scripting. All command-line instructions assume PowerShell usage, and references to certificate creation link to PowerShell-based instructions. This creates a bias towards Windows users and leaves out Linux/macOS users who may prefer or require Bash/Azure CLI. The absence of Linux-oriented or cross-platform examples makes the documentation less accessible for non-Windows environments.
Recommendations
  • Add equivalent Azure CLI (az) examples for all PowerShell scripts, using Bash syntax where appropriate.
  • Include notes or tabs indicating which commands are cross-platform and which are Windows-specific.
  • Reference certificate creation and management using OpenSSL or Azure CLI, not just PowerShell.
  • Explicitly mention Linux/macOS compatibility and provide troubleshooting or setup notes for those platforms.
  • Ensure parity in step-by-step instructions for both Azure portal, PowerShell, and Azure CLI/Bash workflows.
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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
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

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