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_tools
missing_linux_example
windows_first
Summary
The documentation exclusively uses PowerShell cmdlets and examples (Az, AzureRM), which are most commonly associated with Windows environments. There are no references to Linux-native tools, Bash, Azure CLI, or cross-platform scripting approaches. All code samples and recommendations are PowerShell-centric, and the page assumes the reader is using PowerShell, which is traditionally a Windows-first tool, despite its cross-platform availability.
Recommendations
  • Add equivalent Azure CLI examples for context management and runbook authentication.
  • Include Bash or shell script snippets for Linux/macOS users.
  • Explicitly mention PowerShell Core (pwsh) and its cross-platform support if PowerShell is required.
  • Reorder examples or provide parallel examples for both PowerShell and Azure CLI to avoid Windows-first impression.
  • Clarify whether the recommendations apply to Linux-hosted runbooks or hybrid worker scenarios.
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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 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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets