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 is heavily focused on Azure PowerShell cmdlets and usage patterns, with all examples and recommendations provided in PowerShell. There is no mention of Linux-native tools, Bash, Azure CLI, or cross-platform scripting approaches. The guidance and code samples assume a Windows/PowerShell environment, which may disadvantage Linux users or those using other shells.
Recommendations
  • Add equivalent examples using Azure CLI (az) commands, which are cross-platform and commonly used on Linux.
  • Include Bash or shell script snippets demonstrating context management in Azure Automation.
  • Explicitly mention platform compatibility for the provided PowerShell examples, and clarify if they work on PowerShell Core on Linux.
  • Provide guidance for users running runbooks in Linux-based sandboxes or hybrid environments.
  • List both PowerShell and CLI approaches side-by-side where possible, to ensure parity and inclusivity.
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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