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
Summary
The documentation page provides extensive PowerShell-based examples for all configuration steps, but does not include equivalent Linux shell (Bash/CLI) commands or scripts. All command-line automation is shown using Azure PowerShell, which is most commonly used on Windows. There is no mention of Azure CLI (az), Bash, or Linux-native tooling, and no examples for Linux users. This creates a bias toward Windows users and workflows.
Recommendations
  • Add equivalent Azure CLI (az) examples for each configuration step alongside PowerShell scripts.
  • Explicitly mention that both PowerShell and Azure CLI can be used, and provide guidance for Linux/macOS users.
  • Include Bash script examples for testing (e.g., using curl instead of Invoke-WebRequest).
  • Reference cross-platform tools and patterns where possible, rather than Windows-centric ones.
  • Ensure troubleshooting and testing instructions include Linux-compatible commands.
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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

Flagged Code Snippets