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
missing_linux_example
windows_tools
Summary
The documentation page demonstrates a strong bias toward Windows and PowerShell. All command-line examples use PowerShell cmdlets, with no mention of Bash, Azure CLI, or Linux-native tools. Even REST API usage is shown exclusively via PowerShell, and verification steps rely on PowerShell cmdlets. There are no Linux/macOS shell examples, and Windows/PowerShell tooling is referenced first and exclusively throughout.
Recommendations
  • Add equivalent Azure CLI examples for all PowerShell commands, including authentication, resource modification, and verification.
  • Show REST API invocation using curl or HTTPie in Bash, including how to obtain an access token via Azure CLI.
  • Include notes or sections for Linux/macOS users, clarifying cross-platform compatibility and providing alternative commands.
  • When referencing tools or scripting, present Azure CLI/Bash examples before or alongside PowerShell to avoid Windows-first bias.
  • Mention that PowerShell Core is cross-platform, but still provide native shell examples for parity.
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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 Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets